diff --git a/Week_1/activate_function.py b/Module_1/Week_1/activate_function.py similarity index 100% rename from Week_1/activate_function.py rename to Module_1/Week_1/activate_function.py diff --git a/Week_1/calculate_f1_score.py b/Module_1/Week_1/calculate_f1_score.py similarity index 100% rename from Week_1/calculate_f1_score.py rename to Module_1/Week_1/calculate_f1_score.py diff --git a/Week_1/hyperbolic_approx.py b/Module_1/Week_1/hyperbolic_approx.py similarity index 100% rename from Week_1/hyperbolic_approx.py rename to Module_1/Week_1/hyperbolic_approx.py diff --git a/Week_1/md_rne.py b/Module_1/Week_1/md_rne.py similarity index 100% rename from Week_1/md_rne.py rename to Module_1/Week_1/md_rne.py diff --git a/Week_1/multiple_choice_week1.ipynb b/Module_1/Week_1/multiple_choice_week1.ipynb similarity index 100% rename from Week_1/multiple_choice_week1.ipynb rename to Module_1/Week_1/multiple_choice_week1.ipynb diff --git a/Week_1/regression_loss.py b/Module_1/Week_1/regression_loss.py similarity index 100% rename from Week_1/regression_loss.py rename to Module_1/Week_1/regression_loss.py diff --git a/Week_1/test_case_week1.py b/Module_1/Week_1/test_case_week1.py similarity index 100% rename from Week_1/test_case_week1.py rename to Module_1/Week_1/test_case_week1.py diff --git a/Week_2/__pycache__/count_chars.cpython-311.pyc b/Module_1/Week_2/__pycache__/count_chars.cpython-311.pyc similarity index 100% rename from Week_2/__pycache__/count_chars.cpython-311.pyc rename to Module_1/Week_2/__pycache__/count_chars.cpython-311.pyc diff --git a/Week_2/__pycache__/levenshtein.cpython-311.pyc b/Module_1/Week_2/__pycache__/levenshtein.cpython-311.pyc similarity index 100% rename from Week_2/__pycache__/levenshtein.cpython-311.pyc rename to Module_1/Week_2/__pycache__/levenshtein.cpython-311.pyc diff --git a/Week_2/__pycache__/sliding_window.cpython-311.pyc b/Module_1/Week_2/__pycache__/sliding_window.cpython-311.pyc similarity index 100% rename from Week_2/__pycache__/sliding_window.cpython-311.pyc rename to Module_1/Week_2/__pycache__/sliding_window.cpython-311.pyc diff --git a/Week_2/__pycache__/word_count.cpython-311.pyc b/Module_1/Week_2/__pycache__/word_count.cpython-311.pyc similarity index 100% rename from Week_2/__pycache__/word_count.cpython-311.pyc rename to Module_1/Week_2/__pycache__/word_count.cpython-311.pyc diff --git a/Week_3/__pycache__/my_queue.cpython-39.pyc b/Module_1/Week_3/__pycache__/my_queue.cpython-39.pyc similarity index 100% rename from Week_3/__pycache__/my_queue.cpython-39.pyc rename to Module_1/Week_3/__pycache__/my_queue.cpython-39.pyc diff --git a/Week_3/__pycache__/my_stack.cpython-39.pyc b/Module_1/Week_3/__pycache__/my_stack.cpython-39.pyc similarity index 100% rename from Week_3/__pycache__/my_stack.cpython-39.pyc rename to Module_1/Week_3/__pycache__/my_stack.cpython-39.pyc diff --git a/Week_3/__pycache__/queue.cpython-311.pyc b/Module_1/Week_3/__pycache__/queue.cpython-311.pyc similarity index 100% rename from Week_3/__pycache__/queue.cpython-311.pyc rename to Module_1/Week_3/__pycache__/queue.cpython-311.pyc diff --git a/Week_3/__pycache__/queue.cpython-39.pyc b/Module_1/Week_3/__pycache__/queue.cpython-39.pyc similarity index 100% rename from Week_3/__pycache__/queue.cpython-39.pyc rename to Module_1/Week_3/__pycache__/queue.cpython-39.pyc diff --git a/Week_3/__pycache__/torch_softmax.cpython-39.pyc b/Module_1/Week_3/__pycache__/torch_softmax.cpython-39.pyc similarity index 100% rename from Week_3/__pycache__/torch_softmax.cpython-39.pyc rename to Module_1/Week_3/__pycache__/torch_softmax.cpython-39.pyc diff --git a/Week_3/__pycache__/ward_oop.cpython-39.pyc b/Module_1/Week_3/__pycache__/ward_oop.cpython-39.pyc similarity index 100% rename from Week_3/__pycache__/ward_oop.cpython-39.pyc rename to Module_1/Week_3/__pycache__/ward_oop.cpython-39.pyc diff --git a/Module_1/YOLOv10_project/deploy.py b/Module_1/YOLOv10_project/deploy.py new file mode 100644 index 00000000..fbdca7e8 --- /dev/null +++ b/Module_1/YOLOv10_project/deploy.py @@ -0,0 +1,31 @@ +import streamlit as st +import cv2 +import numpy as np +from PIL import Image +import streamlit as st +from ultralytics import YOLOv10 + +MODEL_PATH = "./models/best.pt" + + +def process_image(image): + model = YOLOv10(MODEL_PATH) + result = model(image)[0] + result.save('./predicts/output.png') + + +def main(): + st.title('Object Detection for Images') + file = st.file_uploader('Upload Image', type=['jpg', 'png', 'jpeg']) + if file is not None: + st.image(file, caption="Uploaded Image") + + image = Image.open(file) + image = np.array(image) + process_image(image) + predict_image = cv2.imread('./predicts/output.png') + st.image(predict_image, caption="Predict Image") + + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/Module_1/YOLOv10_project/models/best.pt b/Module_1/YOLOv10_project/models/best.pt new file mode 100644 index 00000000..8e98e95e Binary files /dev/null and b/Module_1/YOLOv10_project/models/best.pt differ diff --git a/Module_1/YOLOv10_project/models/yolo-v10.ipynb b/Module_1/YOLOv10_project/models/yolo-v10.ipynb new file mode 100644 index 00000000..e17f81bf --- /dev/null +++ b/Module_1/YOLOv10_project/models/yolo-v10.ipynb @@ -0,0 +1 @@ +{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[],"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"# This Python 3 environment comes with many helpful analytics libraries installed\n# It is defined by the kaggle/python Docker image: https://github.com/kaggle/docker-python\n# For example, here's several helpful packages to load\n\nimport numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\n\n# Input data files are available in the read-only \"../input/\" directory\n# For example, running this (by clicking run or pressing Shift+Enter) will list all files under the input directory\n\nimport os\nfor dirname, _, filenames in os.walk('/kaggle/input'):\n for filename in filenames:\n print(os.path.join(dirname, filename))\n\n# You can write up to 20GB to the current directory (/kaggle/working/) that gets preserved as output when you create a version using \"Save & Run All\" \n# You can also write temporary files to /kaggle/temp/, but they won't be saved outside of the current session","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2024-06-26T15:24:03.805604Z","iopub.execute_input":"2024-06-26T15:24:03.806042Z","iopub.status.idle":"2024-06-26T15:24:04.778622Z","shell.execute_reply.started":"2024-06-26T15:24:03.806002Z","shell.execute_reply":"2024-06-26T15:24:04.777797Z"},"trusted":true},"execution_count":1,"outputs":[]},{"cell_type":"markdown","source":"### Uninstall wandb: unwanted account creation prompt with infinite hang during training.","metadata":{}},{"cell_type":"code","source":"!pip uninstall -y wandb\n!pip install gdown\n!pip install -U ipywidgets","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:24:04.780763Z","iopub.execute_input":"2024-06-26T15:24:04.781226Z","iopub.status.idle":"2024-06-26T15:24:45.212148Z","shell.execute_reply.started":"2024-06-26T15:24:04.781195Z","shell.execute_reply":"2024-06-26T15:24:45.211220Z"},"trusted":true},"execution_count":2,"outputs":[{"name":"stdout","text":"Found existing installation: wandb 0.17.0\nUninstalling wandb-0.17.0:\n Successfully uninstalled wandb-0.17.0\nCollecting gdown\n Downloading gdown-5.2.0-py3-none-any.whl.metadata (5.8 kB)\nRequirement already satisfied: beautifulsoup4 in /opt/conda/lib/python3.10/site-packages (from gdown) (4.12.2)\nRequirement already satisfied: filelock in /opt/conda/lib/python3.10/site-packages (from gdown) (3.13.1)\nRequirement already satisfied: requests[socks] in /opt/conda/lib/python3.10/site-packages (from gdown) (2.32.3)\nRequirement already satisfied: tqdm in /opt/conda/lib/python3.10/site-packages (from gdown) (4.66.4)\nRequirement already satisfied: soupsieve>1.2 in /opt/conda/lib/python3.10/site-packages (from beautifulsoup4->gdown) (2.5)\nRequirement already satisfied: charset-normalizer<4,>=2 in /opt/conda/lib/python3.10/site-packages (from requests[socks]->gdown) (3.3.2)\nRequirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.10/site-packages (from requests[socks]->gdown) (3.6)\nRequirement already satisfied: urllib3<3,>=1.21.1 in /opt/conda/lib/python3.10/site-packages (from requests[socks]->gdown) (1.26.18)\nRequirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.10/site-packages (from requests[socks]->gdown) (2024.2.2)\nRequirement already satisfied: PySocks!=1.5.7,>=1.5.6 in /opt/conda/lib/python3.10/site-packages (from requests[socks]->gdown) (1.7.1)\nDownloading gdown-5.2.0-py3-none-any.whl (18 kB)\nInstalling collected packages: gdown\nSuccessfully installed gdown-5.2.0\nRequirement already satisfied: ipywidgets in /opt/conda/lib/python3.10/site-packages (7.7.1)\nCollecting ipywidgets\n Downloading ipywidgets-8.1.3-py3-none-any.whl.metadata (2.4 kB)\nRequirement already satisfied: comm>=0.1.3 in /opt/conda/lib/python3.10/site-packages (from ipywidgets) (0.2.1)\nRequirement already satisfied: ipython>=6.1.0 in /opt/conda/lib/python3.10/site-packages (from ipywidgets) (8.20.0)\nRequirement already satisfied: traitlets>=4.3.1 in /opt/conda/lib/python3.10/site-packages (from ipywidgets) (5.9.0)\nCollecting widgetsnbextension~=4.0.11 (from ipywidgets)\n Downloading widgetsnbextension-4.0.11-py3-none-any.whl.metadata (1.6 kB)\nCollecting jupyterlab-widgets~=3.0.11 (from ipywidgets)\n Downloading jupyterlab_widgets-3.0.11-py3-none-any.whl.metadata (4.1 kB)\nRequirement already satisfied: decorator in /opt/conda/lib/python3.10/site-packages (from ipython>=6.1.0->ipywidgets) (5.1.1)\nRequirement already satisfied: jedi>=0.16 in /opt/conda/lib/python3.10/site-packages (from ipython>=6.1.0->ipywidgets) (0.19.1)\nRequirement already satisfied: matplotlib-inline in /opt/conda/lib/python3.10/site-packages (from ipython>=6.1.0->ipywidgets) (0.1.6)\nRequirement already satisfied: prompt-toolkit<3.1.0,>=3.0.41 in /opt/conda/lib/python3.10/site-packages (from ipython>=6.1.0->ipywidgets) (3.0.42)\nRequirement already satisfied: pygments>=2.4.0 in /opt/conda/lib/python3.10/site-packages (from ipython>=6.1.0->ipywidgets) (2.17.2)\nRequirement already satisfied: stack-data in /opt/conda/lib/python3.10/site-packages (from ipython>=6.1.0->ipywidgets) (0.6.2)\nRequirement already satisfied: exceptiongroup in /opt/conda/lib/python3.10/site-packages (from ipython>=6.1.0->ipywidgets) (1.2.0)\nRequirement already satisfied: pexpect>4.3 in /opt/conda/lib/python3.10/site-packages (from ipython>=6.1.0->ipywidgets) (4.8.0)\nRequirement already satisfied: parso<0.9.0,>=0.8.3 in /opt/conda/lib/python3.10/site-packages (from jedi>=0.16->ipython>=6.1.0->ipywidgets) (0.8.3)\nRequirement already satisfied: ptyprocess>=0.5 in /opt/conda/lib/python3.10/site-packages (from pexpect>4.3->ipython>=6.1.0->ipywidgets) (0.7.0)\nRequirement already satisfied: wcwidth in /opt/conda/lib/python3.10/site-packages (from prompt-toolkit<3.1.0,>=3.0.41->ipython>=6.1.0->ipywidgets) (0.2.13)\nRequirement already satisfied: executing>=1.2.0 in /opt/conda/lib/python3.10/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (2.0.1)\nRequirement already satisfied: asttokens>=2.1.0 in /opt/conda/lib/python3.10/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (2.4.1)\nRequirement already satisfied: pure-eval in /opt/conda/lib/python3.10/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (0.2.2)\nRequirement already satisfied: six>=1.12.0 in /opt/conda/lib/python3.10/site-packages (from asttokens>=2.1.0->stack-data->ipython>=6.1.0->ipywidgets) (1.16.0)\nDownloading ipywidgets-8.1.3-py3-none-any.whl (139 kB)\n\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m139.4/139.4 kB\u001b[0m \u001b[31m4.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hDownloading jupyterlab_widgets-3.0.11-py3-none-any.whl (214 kB)\n\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m214.4/214.4 kB\u001b[0m \u001b[31m8.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hDownloading widgetsnbextension-4.0.11-py3-none-any.whl (2.3 MB)\n\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.3/2.3 MB\u001b[0m \u001b[31m60.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m:00:01\u001b[0m\n\u001b[?25hInstalling collected packages: widgetsnbextension, jupyterlab-widgets, ipywidgets\n Attempting uninstall: widgetsnbextension\n Found existing installation: widgetsnbextension 3.6.6\n Uninstalling widgetsnbextension-3.6.6:\n Successfully uninstalled widgetsnbextension-3.6.6\n Attempting uninstall: jupyterlab-widgets\n Found existing installation: jupyterlab-widgets 3.0.9\n Uninstalling jupyterlab-widgets-3.0.9:\n Successfully uninstalled jupyterlab-widgets-3.0.9\n Attempting uninstall: ipywidgets\n Found existing installation: ipywidgets 7.7.1\n Uninstalling ipywidgets-7.7.1:\n Successfully uninstalled ipywidgets-7.7.1\nSuccessfully installed ipywidgets-8.1.3 jupyterlab-widgets-3.0.11 widgetsnbextension-4.0.11\n","output_type":"stream"}]},{"cell_type":"markdown","source":"### Clone the YOLOv10 repo","metadata":{}},{"cell_type":"code","source":"!git clone https://github.com/THU-MIG/yolov10.git","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:24:45.213660Z","iopub.execute_input":"2024-06-26T15:24:45.214354Z","iopub.status.idle":"2024-06-26T15:24:47.552657Z","shell.execute_reply.started":"2024-06-26T15:24:45.214309Z","shell.execute_reply":"2024-06-26T15:24:47.551708Z"},"trusted":true},"execution_count":3,"outputs":[{"name":"stdout","text":"Cloning into 'yolov10'...\nremote: Enumerating objects: 20304, done.\u001b[K\nremote: Counting objects: 100% (1347/1347), done.\u001b[K\nremote: Compressing objects: 100% (127/127), done.\u001b[K\nremote: Total 20304 (delta 1301), reused 1224 (delta 1220), pack-reused 18957\u001b[K\nReceiving objects: 100% (20304/20304), 11.18 MiB | 26.80 MiB/s, done.\nResolving deltas: 100% (14304/14304), done.\n","output_type":"stream"}]},{"cell_type":"markdown","source":"### Set directory and install requirements","metadata":{}},{"cell_type":"code","source":"%cd yolov10\n! pip install -q -r requirements.txt\n! pip install -e ","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:24:47.554114Z","iopub.execute_input":"2024-06-26T15:24:47.554402Z","iopub.status.idle":"2024-06-26T15:27:32.574740Z","shell.execute_reply.started":"2024-06-26T15:24:47.554375Z","shell.execute_reply":"2024-06-26T15:27:32.573611Z"},"trusted":true},"execution_count":4,"outputs":[{"name":"stdout","text":"/kaggle/working/yolov10\n\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\ncuml 24.4.0 requires cupy-cuda11x>=12.0.0, which is not installed.\ntensorflow-decision-forests 1.8.1 requires wurlitzer, which is not installed.\nbeatrix-jupyterlab 2023.128.151533 requires jupyterlab~=3.6.0, but you have jupyterlab 4.2.1 which is incompatible.\ndistributed 2024.1.1 requires dask==2024.1.1, but you have dask 2024.5.2 which is incompatible.\njupyterlab 4.2.1 requires jupyter-lsp>=2.0.0, but you have jupyter-lsp 1.5.1 which is incompatible.\njupyterlab-lsp 5.1.0 requires jupyter-lsp>=2.0.0, but you have jupyter-lsp 1.5.1 which is incompatible.\nkfp 2.5.0 requires google-cloud-storage<3,>=2.2.1, but you have google-cloud-storage 1.44.0 which is incompatible.\nkfp 2.5.0 requires urllib3<2.0.0, but you have urllib3 2.2.2 which is incompatible.\nlibpysal 4.9.2 requires packaging>=22, but you have packaging 21.3 which is incompatible.\nlibpysal 4.9.2 requires shapely>=2.0.1, but you have shapely 1.8.5.post1 which is incompatible.\nmomepy 0.7.0 requires shapely>=2, but you have shapely 1.8.5.post1 which is incompatible.\nrapids-dask-dependency 24.4.1a0 requires dask==2024.1.1, but you have dask 2024.5.2 which is incompatible.\nrapids-dask-dependency 24.4.1a0 requires dask-expr==0.4.0, but you have dask-expr 1.1.2 which is incompatible.\nspacy 3.7.3 requires typer<0.10.0,>=0.3.0, but you have typer 0.12.3 which is incompatible.\nspopt 0.6.0 requires shapely>=2.0.1, but you have shapely 1.8.5.post1 which is incompatible.\ntensorflow 2.15.0 requires keras<2.16,>=2.15.0, but you have keras 3.3.3 which is incompatible.\nweasel 0.3.4 requires typer<0.10.0,>=0.3.0, but you have typer 0.12.3 which is incompatible.\nydata-profiling 4.6.4 requires numpy<1.26,>=1.16.0, but you have numpy 1.26.4 which is incompatible.\nydata-profiling 4.6.4 requires scipy<1.12,>=1.4.1, but you have scipy 1.13.0 which is incompatible.\u001b[0m\u001b[31m\n\u001b[0m\nUsage: \n pip install [options] [package-index-options] ...\n pip install [options] -r [package-index-options] ...\n pip install [options] [-e] ...\n pip install [options] [-e] ...\n pip install [options] ...\n\n-e option requires 1 argument\n","output_type":"stream"}]},{"cell_type":"markdown","source":"### Download pretrained weight for YOLOv10-n","metadata":{}},{"cell_type":"code","source":"!wget https://github.com/THU-MIG/yolov10/releases/download/v1.1/yolov10n.pt","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:27:32.578551Z","iopub.execute_input":"2024-06-26T15:27:32.578941Z","iopub.status.idle":"2024-06-26T15:27:34.095675Z","shell.execute_reply.started":"2024-06-26T15:27:32.578913Z","shell.execute_reply":"2024-06-26T15:27:34.094753Z"},"trusted":true},"execution_count":5,"outputs":[{"name":"stdout","text":"--2024-06-26 15:27:33-- https://github.com/THU-MIG/yolov10/releases/download/v1.1/yolov10n.pt\nResolving github.com (github.com)... 140.82.116.4\nConnecting to github.com (github.com)|140.82.116.4|:443... connected.\nHTTP request sent, awaiting response... 302 Found\nLocation: https://objects.githubusercontent.com/github-production-release-asset-2e65be/804788522/411e0d4f-1023-40ad-bfdd-c99f0dddb73b?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=releaseassetproduction%2F20240626%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20240626T152733Z&X-Amz-Expires=300&X-Amz-Signature=e8139d470c9fc4e0680405f691c4eb5eff4028bac1e8250a150e0a36ebe1dcc1&X-Amz-SignedHeaders=host&actor_id=0&key_id=0&repo_id=804788522&response-content-disposition=attachment%3B%20filename%3Dyolov10n.pt&response-content-type=application%2Foctet-stream [following]\n--2024-06-26 15:27:33-- https://objects.githubusercontent.com/github-production-release-asset-2e65be/804788522/411e0d4f-1023-40ad-bfdd-c99f0dddb73b?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=releaseassetproduction%2F20240626%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20240626T152733Z&X-Amz-Expires=300&X-Amz-Signature=e8139d470c9fc4e0680405f691c4eb5eff4028bac1e8250a150e0a36ebe1dcc1&X-Amz-SignedHeaders=host&actor_id=0&key_id=0&repo_id=804788522&response-content-disposition=attachment%3B%20filename%3Dyolov10n.pt&response-content-type=application%2Foctet-stream\nResolving objects.githubusercontent.com (objects.githubusercontent.com)... 185.199.109.133, 185.199.110.133, 185.199.111.133, ...\nConnecting to objects.githubusercontent.com (objects.githubusercontent.com)|185.199.109.133|:443... connected.\nHTTP request sent, awaiting response... 200 OK\nLength: 11448431 (11M) [application/octet-stream]\nSaving to: 'yolov10n.pt'\n\nyolov10n.pt 100%[===================>] 10.92M --.-KB/s in 0.07s \n\n2024-06-26 15:27:33 (155 MB/s) - 'yolov10n.pt' saved [11448431/11448431]\n\n","output_type":"stream"}]},{"cell_type":"code","source":"import os\nHOME = os.getcwd()\nprint(HOME)","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:27:34.097200Z","iopub.execute_input":"2024-06-26T15:27:34.097536Z","iopub.status.idle":"2024-06-26T15:27:34.102950Z","shell.execute_reply.started":"2024-06-26T15:27:34.097508Z","shell.execute_reply":"2024-06-26T15:27:34.102067Z"},"trusted":true},"execution_count":6,"outputs":[{"name":"stdout","text":"/kaggle/working/yolov10\n","output_type":"stream"}]},{"cell_type":"code","source":"from ultralytics import YOLOv10\nMODEL_PATH = '/kaggle/working/yolov10/yolov10n.pt'\nmodel = YOLOv10(MODEL_PATH)","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:27:34.104094Z","iopub.execute_input":"2024-06-26T15:27:34.104340Z","iopub.status.idle":"2024-06-26T15:27:37.067848Z","shell.execute_reply.started":"2024-06-26T15:27:34.104319Z","shell.execute_reply":"2024-06-26T15:27:37.067050Z"},"trusted":true},"execution_count":7,"outputs":[]},{"cell_type":"markdown","source":"## Testing YOLOv10","metadata":{}},{"cell_type":"code","source":"import urllib.request\nimgURL = \"https://i.pinimg.com/736x/f4/49/0f/f4490f59e9c414a9811d6409997a1450.jpg\"\nurllib.request.urlretrieve(imgURL, \"/kaggle/working/yolov10/test.jpg\")","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:27:37.069062Z","iopub.execute_input":"2024-06-26T15:27:37.069545Z","iopub.status.idle":"2024-06-26T15:27:37.211639Z","shell.execute_reply.started":"2024-06-26T15:27:37.069512Z","shell.execute_reply":"2024-06-26T15:27:37.210725Z"},"trusted":true},"execution_count":8,"outputs":[{"execution_count":8,"output_type":"execute_result","data":{"text/plain":"('/kaggle/working/yolov10/test.jpg',\n )"},"metadata":{}}]},{"cell_type":"code","source":"PATH = '/kaggle/working/yolov10/test.jpg'\nresult = model(source = PATH)[0]","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:27:37.212670Z","iopub.execute_input":"2024-06-26T15:27:37.212962Z","iopub.status.idle":"2024-06-26T15:27:38.897834Z","shell.execute_reply.started":"2024-06-26T15:27:37.212938Z","shell.execute_reply":"2024-06-26T15:27:38.896943Z"},"trusted":true},"execution_count":9,"outputs":[{"name":"stdout","text":"\nimage 1/1 /kaggle/working/yolov10/test.jpg: 640x480 1 bear, 63.4ms\nSpeed: 7.0ms preprocess, 63.4ms inference, 3.8ms postprocess per image at shape (1, 3, 640, 480)\n","output_type":"stream"}]},{"cell_type":"code","source":"result.save('/kaggle/working/yolov10/test.jpg')\nfrom IPython.display import Image\n\nImage(filename='/kaggle/working/yolov10/test.jpg', height=600)","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:27:38.899299Z","iopub.execute_input":"2024-06-26T15:27:38.899590Z","iopub.status.idle":"2024-06-26T15:27:38.915520Z","shell.execute_reply.started":"2024-06-26T15:27:38.899564Z","shell.execute_reply":"2024-06-26T15:27:38.914726Z"},"trusted":true},"execution_count":10,"outputs":[{"execution_count":10,"output_type":"execute_result","data":{"image/jpeg":"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","text/plain":""},"metadata":{"image/jpeg":{"height":600}}}]},{"cell_type":"markdown","source":"### Set directory and download sample dataset","metadata":{}},{"cell_type":"code","source":"%cd /kaggle/working/\n!gdown '1twdtZEfcw4ghSZIiPDypJurZnNXzMO7R'\n!mkdir safety_dataset\n!unzip -q '/kaggle/working/Safety_Helmet_Dataset.zip' -d '/kaggle/working/safety_dataset'","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:27:38.916552Z","iopub.execute_input":"2024-06-26T15:27:38.916835Z","iopub.status.idle":"2024-06-26T15:27:43.212214Z","shell.execute_reply.started":"2024-06-26T15:27:38.916811Z","shell.execute_reply":"2024-06-26T15:27:43.210971Z"},"trusted":true},"execution_count":11,"outputs":[{"name":"stdout","text":"/kaggle/working\nDownloading...\nFrom (original): https://drive.google.com/uc?id=1twdtZEfcw4ghSZIiPDypJurZnNXzMO7R\nFrom (redirected): https://drive.google.com/uc?id=1twdtZEfcw4ghSZIiPDypJurZnNXzMO7R&confirm=t&uuid=c2811a8c-d0aa-4d32-8b2a-973553ddb42b\nTo: /kaggle/working/Safety_Helmet_Dataset.zip\n100%|███████████████████████████████████████| 33.7M/33.7M [00:00<00:00, 177MB/s]\n","output_type":"stream"}]},{"cell_type":"markdown","source":"### Train the model","metadata":{}},{"cell_type":"markdown","source":"Due to limit resources on GPU, Epochs are set to 20, Batch_size set to 64. Only image size retain to fit original image","metadata":{}},{"cell_type":"code","source":"YAML_PATH = '/kaggle/working/safety_dataset/data.yaml'\nEPOCHS = 20\nIMG_SIZE = 640\nBATCH_SIZE = 64\n\nmodel.train(data = YAML_PATH ,\n epochs = EPOCHS ,\n batch = BATCH_SIZE ,\n imgsz = IMG_SIZE)","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:27:43.213670Z","iopub.execute_input":"2024-06-26T15:27:43.213978Z","iopub.status.idle":"2024-06-26T15:33:12.358100Z","shell.execute_reply.started":"2024-06-26T15:27:43.213951Z","shell.execute_reply":"2024-06-26T15:33:12.356798Z"},"trusted":true},"execution_count":12,"outputs":[{"name":"stdout","text":"New https://pypi.org/project/ultralytics/8.2.44 available 😃 Update with 'pip install -U ultralytics'\nUltralytics YOLOv8.1.34 🚀 Python-3.10.13 torch-2.0.1+cu117 CUDA:0 (Tesla P100-PCIE-16GB, 16276MiB)\n\u001b[34m\u001b[1mengine/trainer: \u001b[0mtask=detect, mode=train, model=/kaggle/working/yolov10/yolov10n.pt, data=/kaggle/working/safety_dataset/data.yaml, epochs=20, time=None, patience=100, batch=64, imgsz=640, save=True, save_period=-1, val_period=1, cache=False, device=None, workers=8, project=None, name=train, exist_ok=False, pretrained=True, optimizer=auto, verbose=True, seed=0, deterministic=True, single_cls=False, rect=False, cos_lr=False, close_mosaic=10, resume=False, amp=True, fraction=1.0, profile=False, freeze=None, multi_scale=False, overlap_mask=True, mask_ratio=4, dropout=0.0, val=True, split=val, save_json=False, save_hybrid=False, conf=None, iou=0.7, max_det=300, half=False, dnn=False, plots=True, source=None, vid_stride=1, stream_buffer=False, visualize=False, augment=False, agnostic_nms=False, classes=None, retina_masks=False, embed=None, show=False, save_frames=False, save_txt=False, save_conf=False, save_crop=False, show_labels=True, show_conf=True, show_boxes=True, line_width=None, format=torchscript, keras=False, optimize=False, int8=False, dynamic=False, simplify=False, opset=None, workspace=4, nms=False, lr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=7.5, cls=0.5, dfl=1.5, pose=12.0, kobj=1.0, label_smoothing=0.0, nbs=64, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, bgr=0.0, mosaic=1.0, mixup=0.0, copy_paste=0.0, auto_augment=randaugment, erasing=0.4, crop_fraction=1.0, cfg=None, tracker=botsort.yaml, save_dir=/kaggle/working/yolov10/runs/detect/train\nDownloading https://ultralytics.com/assets/Arial.ttf to '/root/.config/yolov10/Arial.ttf'...\n","output_type":"stream"},{"name":"stderr","text":"100%|██████████| 755k/755k [00:00<00:00, 26.2MB/s]\n2024-06-26 15:27:49.410785: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n2024-06-26 15:27:49.410920: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n2024-06-26 15:27:49.552307: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n","output_type":"stream"},{"name":"stdout","text":"Overriding model.yaml nc=80 with nc=3\n\n from n params module arguments \n 0 -1 1 464 ultralytics.nn.modules.conv.Conv [3, 16, 3, 2] \n 1 -1 1 4672 ultralytics.nn.modules.conv.Conv [16, 32, 3, 2] \n 2 -1 1 7360 ultralytics.nn.modules.block.C2f [32, 32, 1, True] \n 3 -1 1 18560 ultralytics.nn.modules.conv.Conv [32, 64, 3, 2] \n 4 -1 2 49664 ultralytics.nn.modules.block.C2f [64, 64, 2, True] \n 5 -1 1 9856 ultralytics.nn.modules.block.SCDown [64, 128, 3, 2] \n 6 -1 2 197632 ultralytics.nn.modules.block.C2f [128, 128, 2, True] \n 7 -1 1 36096 ultralytics.nn.modules.block.SCDown [128, 256, 3, 2] \n 8 -1 1 460288 ultralytics.nn.modules.block.C2f [256, 256, 1, True] \n 9 -1 1 164608 ultralytics.nn.modules.block.SPPF [256, 256, 5] \n 10 -1 1 249728 ultralytics.nn.modules.block.PSA [256, 256] \n 11 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] \n 12 [-1, 6] 1 0 ultralytics.nn.modules.conv.Concat [1] \n 13 -1 1 148224 ultralytics.nn.modules.block.C2f [384, 128, 1] \n 14 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] \n 15 [-1, 4] 1 0 ultralytics.nn.modules.conv.Concat [1] \n 16 -1 1 37248 ultralytics.nn.modules.block.C2f [192, 64, 1] \n 17 -1 1 36992 ultralytics.nn.modules.conv.Conv [64, 64, 3, 2] \n 18 [-1, 13] 1 0 ultralytics.nn.modules.conv.Concat [1] \n 19 -1 1 123648 ultralytics.nn.modules.block.C2f [192, 128, 1] \n 20 -1 1 18048 ultralytics.nn.modules.block.SCDown [128, 128, 3, 2] \n 21 [-1, 10] 1 0 ultralytics.nn.modules.conv.Concat [1] \n 22 -1 1 282624 ultralytics.nn.modules.block.C2fCIB [384, 256, 1, True, True] \n 23 [16, 19, 22] 1 862498 ultralytics.nn.modules.head.v10Detect [3, [64, 128, 256]] \nYOLOv10n summary: 385 layers, 2708210 parameters, 2708194 gradients\n\nTransferred 88/595 items from pretrained weights\n\u001b[34m\u001b[1mTensorBoard: \u001b[0mStart with 'tensorboard --logdir /kaggle/working/yolov10/runs/detect/train', view at http://localhost:6006/\nFreezing layer 'model.23.dfl.conv.weight'\n\u001b[34m\u001b[1mAMP: \u001b[0mrunning Automatic Mixed Precision (AMP) checks with YOLOv8n...\nDownloading https://github.com/ultralytics/assets/releases/download/v8.1.0/yolov8n.pt to 'yolov8n.pt'...\n","output_type":"stream"},{"name":"stderr","text":"100%|██████████| 6.23M/6.23M [00:00<00:00, 118MB/s]\n","output_type":"stream"},{"name":"stdout","text":"\u001b[34m\u001b[1mAMP: \u001b[0mchecks passed ✅\n","output_type":"stream"},{"name":"stderr","text":"\u001b[34m\u001b[1mtrain: \u001b[0mScanning /kaggle/working/safety_dataset/train/labels... 761 images, 0 backgrounds, 0 corrupt: 100%|██████████| 761/761 [00:00<00:00, 1270.75it/s]\n","output_type":"stream"},{"name":"stdout","text":"\u001b[34m\u001b[1mtrain: \u001b[0mNew cache created: /kaggle/working/safety_dataset/train/labels.cache\n\u001b[34m\u001b[1malbumentations: \u001b[0mBlur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01), CLAHE(p=0.01, clip_limit=(1, 4.0), tile_grid_size=(8, 8))\n","output_type":"stream"},{"name":"stderr","text":"/opt/conda/lib/python3.10/multiprocessing/popen_fork.py:66: RuntimeWarning: os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock.\n self.pid = os.fork()\n\u001b[34m\u001b[1mval: \u001b[0mScanning /kaggle/working/safety_dataset/valid/labels... 218 images, 0 backgrounds, 0 corrupt: 100%|██████████| 218/218 [00:00<00:00, 1070.32it/s]","output_type":"stream"},{"name":"stdout","text":"\u001b[34m\u001b[1mval: \u001b[0mNew cache created: /kaggle/working/safety_dataset/valid/labels.cache\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"Plotting labels to /kaggle/working/yolov10/runs/detect/train/labels.jpg... \n\u001b[34m\u001b[1moptimizer:\u001b[0m 'optimizer=auto' found, ignoring 'lr0=0.01' and 'momentum=0.937' and determining best 'optimizer', 'lr0' and 'momentum' automatically... \n\u001b[34m\u001b[1moptimizer:\u001b[0m AdamW(lr=0.001429, momentum=0.9) with parameter groups 95 weight(decay=0.0), 108 weight(decay=0.0005), 107 bias(decay=0.0)\n\u001b[34m\u001b[1mTensorBoard: \u001b[0mmodel graph visualization added ✅\nImage sizes 640 train, 640 val\nUsing 4 dataloader workers\nLogging results to \u001b[1m/kaggle/working/yolov10/runs/detect/train\u001b[0m\nStarting training for 20 epochs...\n\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 1/20 11.1G 3.029 3.956 3.302 2.624 6.328 2.923 227 640: 100%|██████████| 12/12 [00:11<00:00, 1.09it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:02<00:00, 1.03s/it]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.000235 0.0538 0.00124 0.000453\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 2/20 11.3G 2.612 3.437 2.814 2.227 5.505 2.493 234 640: 100%|██████████| 12/12 [00:08<00:00, 1.39it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.70it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.0294 0.142 0.0246 0.00833\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 3/20 11.3G 2.293 2.573 2.292 1.965 4.686 2.063 276 640: 100%|██████████| 12/12 [00:08<00:00, 1.38it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.67it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.00747 0.351 0.0371 0.0137\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 4/20 11G 1.971 2.087 1.997 1.738 4.135 1.798 271 640: 100%|██████████| 12/12 [00:08<00:00, 1.39it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.58it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.00837 0.372 0.0783 0.0297\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 5/20 11.3G 1.832 1.866 1.858 1.652 3.75 1.675 301 640: 100%|██████████| 12/12 [00:08<00:00, 1.39it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.54it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.0092 0.483 0.171 0.0784\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 6/20 11G 1.758 1.732 1.808 1.604 3.454 1.615 279 640: 100%|██████████| 12/12 [00:08<00:00, 1.39it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.55it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.482 0.412 0.231 0.111\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 7/20 11.2G 1.688 1.607 1.716 1.561 3.146 1.567 273 640: 100%|██████████| 12/12 [00:08<00:00, 1.38it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.63it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.821 0.0819 0.289 0.138\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 8/20 11.1G 1.648 1.553 1.687 1.532 2.895 1.537 300 640: 100%|██████████| 12/12 [00:08<00:00, 1.39it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.58it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.789 0.262 0.383 0.179\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 9/20 11.3G 1.645 1.462 1.641 1.559 2.62 1.512 257 640: 100%|██████████| 12/12 [00:08<00:00, 1.37it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.58it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.759 0.369 0.424 0.206\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 10/20 11G 1.606 1.424 1.63 1.533 2.494 1.496 260 640: 100%|██████████| 12/12 [00:08<00:00, 1.39it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.62it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.768 0.407 0.466 0.234\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"Closing dataloader mosaic\n\u001b[34m\u001b[1malbumentations: \u001b[0mBlur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01), CLAHE(p=0.01, clip_limit=(1, 4.0), tile_grid_size=(8, 8))\n","output_type":"stream"},{"name":"stderr","text":"/opt/conda/lib/python3.10/multiprocessing/popen_fork.py:66: RuntimeWarning: os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock.\n self.pid = os.fork()\n/opt/conda/lib/python3.10/multiprocessing/popen_fork.py:66: RuntimeWarning: os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock.\n self.pid = os.fork()\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 11/20 11.1G 1.604 1.465 1.679 1.555 2.806 1.577 156 640: 100%|██████████| 12/12 [00:12<00:00, 1.07s/it]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.64it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.799 0.402 0.48 0.251\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 12/20 11.1G 1.526 1.324 1.606 1.486 2.461 1.51 163 640: 100%|██████████| 12/12 [00:08<00:00, 1.41it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.61it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.812 0.439 0.55 0.274\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 13/20 11.1G 1.501 1.239 1.586 1.458 2.237 1.507 168 640: 100%|██████████| 12/12 [00:08<00:00, 1.39it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.63it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.809 0.47 0.567 0.289\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 14/20 11.1G 1.479 1.169 1.556 1.465 2.041 1.486 144 640: 100%|██████████| 12/12 [00:08<00:00, 1.40it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.61it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.829 0.459 0.637 0.324\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 15/20 11G 1.456 1.123 1.533 1.435 1.891 1.462 160 640: 100%|██████████| 12/12 [00:08<00:00, 1.41it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.59it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.711 0.562 0.672 0.333\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 16/20 11.1G 1.429 1.061 1.517 1.416 1.734 1.445 142 640: 100%|██████████| 12/12 [00:08<00:00, 1.40it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.60it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.675 0.566 0.684 0.349\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 17/20 11.1G 1.41 1.036 1.516 1.412 1.651 1.461 165 640: 100%|██████████| 12/12 [00:08<00:00, 1.42it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.66it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.584 0.63 0.689 0.357\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 18/20 11.1G 1.387 0.9974 1.484 1.379 1.585 1.415 140 640: 100%|██████████| 12/12 [00:08<00:00, 1.42it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.65it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.688 0.659 0.708 0.369\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 19/20 11.2G 1.372 0.9796 1.455 1.375 1.506 1.395 142 640: 100%|██████████| 12/12 [00:08<00:00, 1.41it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.70it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.755 0.585 0.72 0.383\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size\n","output_type":"stream"},{"name":"stderr","text":" 20/20 11.1G 1.355 0.959 1.454 1.347 1.498 1.389 143 640: 100%|██████████| 12/12 [00:08<00:00, 1.42it/s]\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:01<00:00, 1.71it/s]","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.702 0.655 0.732 0.381\n","output_type":"stream"},{"name":"stderr","text":"\n","output_type":"stream"},{"name":"stdout","text":"\n20 epochs completed in 0.080 hours.\nOptimizer stripped from /kaggle/working/yolov10/runs/detect/train/weights/last.pt, 5.8MB\nOptimizer stripped from /kaggle/working/yolov10/runs/detect/train/weights/best.pt, 5.8MB\n\nValidating /kaggle/working/yolov10/runs/detect/train/weights/best.pt...\nUltralytics YOLOv8.1.34 🚀 Python-3.10.13 torch-2.0.1+cu117 CUDA:0 (Tesla P100-PCIE-16GB, 16276MiB)\nYOLOv10n summary (fused): 285 layers, 2695586 parameters, 0 gradients\n","output_type":"stream"},{"name":"stderr","text":" Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 2/2 [00:03<00:00, 1.63s/it]\n","output_type":"stream"},{"name":"stdout","text":" all 218 586 0.755 0.583 0.72 0.383\n head 218 27 0.76 0.235 0.523 0.273\n helmet 218 285 0.8 0.758 0.849 0.433\n person 218 274 0.704 0.757 0.787 0.444\nSpeed: 3.3ms preprocess, 2.8ms inference, 0.0ms loss, 0.0ms postprocess per image\nResults saved to \u001b[1m/kaggle/working/yolov10/runs/detect/train\u001b[0m\n","output_type":"stream"},{"execution_count":12,"output_type":"execute_result","data":{"text/plain":"ultralytics.utils.metrics.DetMetrics object with attributes:\n\nap_class_index: array([0, 1, 2])\nbox: ultralytics.utils.metrics.Metric object\nconfusion_matrix: \ncurves: ['Precision-Recall(B)', 'F1-Confidence(B)', 'Precision-Confidence(B)', 'Recall-Confidence(B)']\ncurves_results: [[array([ 0, 0.001001, 0.002002, 0.003003, 0.004004, 0.005005, 0.006006, 0.007007, 0.008008, 0.009009, 0.01001, 0.011011, 0.012012, 0.013013, 0.014014, 0.015015, 0.016016, 0.017017, 0.018018, 0.019019, 0.02002, 0.021021, 0.022022, 0.023023,\n 0.024024, 0.025025, 0.026026, 0.027027, 0.028028, 0.029029, 0.03003, 0.031031, 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0.10711, 0.10811, 0.10911, 0.11011, 0.11111, 0.11211, 0.11311, 0.11411, 0.11512, 0.11612, 0.11712, 0.11812, 0.11912,\n 0.12012, 0.12112, 0.12212, 0.12312, 0.12412, 0.12513, 0.12613, 0.12713, 0.12813, 0.12913, 0.13013, 0.13113, 0.13213, 0.13313, 0.13413, 0.13514, 0.13614, 0.13714, 0.13814, 0.13914, 0.14014, 0.14114, 0.14214, 0.14314,\n 0.14414, 0.14515, 0.14615, 0.14715, 0.14815, 0.14915, 0.15015, 0.15115, 0.15215, 0.15315, 0.15415, 0.15516, 0.15616, 0.15716, 0.15816, 0.15916, 0.16016, 0.16116, 0.16216, 0.16316, 0.16416, 0.16517, 0.16617, 0.16717,\n 0.16817, 0.16917, 0.17017, 0.17117, 0.17217, 0.17317, 0.17417, 0.17518, 0.17618, 0.17718, 0.17818, 0.17918, 0.18018, 0.18118, 0.18218, 0.18318, 0.18418, 0.18519, 0.18619, 0.18719, 0.18819, 0.18919, 0.19019, 0.19119,\n 0.19219, 0.19319, 0.19419, 0.1952, 0.1962, 0.1972, 0.1982, 0.1992, 0.2002, 0.2012, 0.2022, 0.2032, 0.2042, 0.20521, 0.20621, 0.20721, 0.20821, 0.20921, 0.21021, 0.21121, 0.21221, 0.21321, 0.21421, 0.21522,\n 0.21622, 0.21722, 0.21822, 0.21922, 0.22022, 0.22122, 0.22222, 0.22322, 0.22422, 0.22523, 0.22623, 0.22723, 0.22823, 0.22923, 0.23023, 0.23123, 0.23223, 0.23323, 0.23423, 0.23524, 0.23624, 0.23724, 0.23824, 0.23924,\n 0.24024, 0.24124, 0.24224, 0.24324, 0.24424, 0.24525, 0.24625, 0.24725, 0.24825, 0.24925, 0.25025, 0.25125, 0.25225, 0.25325, 0.25425, 0.25526, 0.25626, 0.25726, 0.25826, 0.25926, 0.26026, 0.26126, 0.26226, 0.26326,\n 0.26426, 0.26527, 0.26627, 0.26727, 0.26827, 0.26927, 0.27027, 0.27127, 0.27227, 0.27327, 0.27427, 0.27528, 0.27628, 0.27728, 0.27828, 0.27928, 0.28028, 0.28128, 0.28228, 0.28328, 0.28428, 0.28529, 0.28629, 0.28729,\n 0.28829, 0.28929, 0.29029, 0.29129, 0.29229, 0.29329, 0.29429, 0.2953, 0.2963, 0.2973, 0.2983, 0.2993, 0.3003, 0.3013, 0.3023, 0.3033, 0.3043, 0.30531, 0.30631, 0.30731, 0.30831, 0.30931, 0.31031, 0.31131,\n 0.31231, 0.31331, 0.31431, 0.31532, 0.31632, 0.31732, 0.31832, 0.31932, 0.32032, 0.32132, 0.32232, 0.32332, 0.32432, 0.32533, 0.32633, 0.32733, 0.32833, 0.32933, 0.33033, 0.33133, 0.33233, 0.33333, 0.33433, 0.33534,\n 0.33634, 0.33734, 0.33834, 0.33934, 0.34034, 0.34134, 0.34234, 0.34334, 0.34434, 0.34535, 0.34635, 0.34735, 0.34835, 0.34935, 0.35035, 0.35135, 0.35235, 0.35335, 0.35435, 0.35536, 0.35636, 0.35736, 0.35836, 0.35936,\n 0.36036, 0.36136, 0.36236, 0.36336, 0.36436, 0.36537, 0.36637, 0.36737, 0.36837, 0.36937, 0.37037, 0.37137, 0.37237, 0.37337, 0.37437, 0.37538, 0.37638, 0.37738, 0.37838, 0.37938, 0.38038, 0.38138, 0.38238, 0.38338,\n 0.38438, 0.38539, 0.38639, 0.38739, 0.38839, 0.38939, 0.39039, 0.39139, 0.39239, 0.39339, 0.39439, 0.3954, 0.3964, 0.3974, 0.3984, 0.3994, 0.4004, 0.4014, 0.4024, 0.4034, 0.4044, 0.40541, 0.40641, 0.40741,\n 0.40841, 0.40941, 0.41041, 0.41141, 0.41241, 0.41341, 0.41441, 0.41542, 0.41642, 0.41742, 0.41842, 0.41942, 0.42042, 0.42142, 0.42242, 0.42342, 0.42442, 0.42543, 0.42643, 0.42743, 0.42843, 0.42943, 0.43043, 0.43143,\n 0.43243, 0.43343, 0.43443, 0.43544, 0.43644, 0.43744, 0.43844, 0.43944, 0.44044, 0.44144, 0.44244, 0.44344, 0.44444, 0.44545, 0.44645, 0.44745, 0.44845, 0.44945, 0.45045, 0.45145, 0.45245, 0.45345, 0.45445, 0.45546,\n 0.45646, 0.45746, 0.45846, 0.45946, 0.46046, 0.46146, 0.46246, 0.46346, 0.46446, 0.46547, 0.46647, 0.46747, 0.46847, 0.46947, 0.47047, 0.47147, 0.47247, 0.47347, 0.47447, 0.47548, 0.47648, 0.47748, 0.47848, 0.47948,\n 0.48048, 0.48148, 0.48248, 0.48348, 0.48448, 0.48549, 0.48649, 0.48749, 0.48849, 0.48949, 0.49049, 0.49149, 0.49249, 0.49349, 0.49449, 0.4955, 0.4965, 0.4975, 0.4985, 0.4995, 0.5005, 0.5015, 0.5025, 0.5035,\n 0.5045, 0.50551, 0.50651, 0.50751, 0.50851, 0.50951, 0.51051, 0.51151, 0.51251, 0.51351, 0.51451, 0.51552, 0.51652, 0.51752, 0.51852, 0.51952, 0.52052, 0.52152, 0.52252, 0.52352, 0.52452, 0.52553, 0.52653, 0.52753,\n 0.52853, 0.52953, 0.53053, 0.53153, 0.53253, 0.53353, 0.53453, 0.53554, 0.53654, 0.53754, 0.53854, 0.53954, 0.54054, 0.54154, 0.54254, 0.54354, 0.54454, 0.54555, 0.54655, 0.54755, 0.54855, 0.54955, 0.55055, 0.55155,\n 0.55255, 0.55355, 0.55455, 0.55556, 0.55656, 0.55756, 0.55856, 0.55956, 0.56056, 0.56156, 0.56256, 0.56356, 0.56456, 0.56557, 0.56657, 0.56757, 0.56857, 0.56957, 0.57057, 0.57157, 0.57257, 0.57357, 0.57457, 0.57558,\n 0.57658, 0.57758, 0.57858, 0.57958, 0.58058, 0.58158, 0.58258, 0.58358, 0.58458, 0.58559, 0.58659, 0.58759, 0.58859, 0.58959, 0.59059, 0.59159, 0.59259, 0.59359, 0.59459, 0.5956, 0.5966, 0.5976, 0.5986, 0.5996,\n 0.6006, 0.6016, 0.6026, 0.6036, 0.6046, 0.60561, 0.60661, 0.60761, 0.60861, 0.60961, 0.61061, 0.61161, 0.61261, 0.61361, 0.61461, 0.61562, 0.61662, 0.61762, 0.61862, 0.61962, 0.62062, 0.62162, 0.62262, 0.62362,\n 0.62462, 0.62563, 0.62663, 0.62763, 0.62863, 0.62963, 0.63063, 0.63163, 0.63263, 0.63363, 0.63463, 0.63564, 0.63664, 0.63764, 0.63864, 0.63964, 0.64064, 0.64164, 0.64264, 0.64364, 0.64464, 0.64565, 0.64665, 0.64765,\n 0.64865, 0.64965, 0.65065, 0.65165, 0.65265, 0.65365, 0.65465, 0.65566, 0.65666, 0.65766, 0.65866, 0.65966, 0.66066, 0.66166, 0.66266, 0.66366, 0.66466, 0.66567, 0.66667, 0.66767, 0.66867, 0.66967, 0.67067, 0.67167,\n 0.67267, 0.67367, 0.67467, 0.67568, 0.67668, 0.67768, 0.67868, 0.67968, 0.68068, 0.68168, 0.68268, 0.68368, 0.68468, 0.68569, 0.68669, 0.68769, 0.68869, 0.68969, 0.69069, 0.69169, 0.69269, 0.69369, 0.69469, 0.6957,\n 0.6967, 0.6977, 0.6987, 0.6997, 0.7007, 0.7017, 0.7027, 0.7037, 0.7047, 0.70571, 0.70671, 0.70771, 0.70871, 0.70971, 0.71071, 0.71171, 0.71271, 0.71371, 0.71471, 0.71572, 0.71672, 0.71772, 0.71872, 0.71972,\n 0.72072, 0.72172, 0.72272, 0.72372, 0.72472, 0.72573, 0.72673, 0.72773, 0.72873, 0.72973, 0.73073, 0.73173, 0.73273, 0.73373, 0.73473, 0.73574, 0.73674, 0.73774, 0.73874, 0.73974, 0.74074, 0.74174, 0.74274, 0.74374,\n 0.74474, 0.74575, 0.74675, 0.74775, 0.74875, 0.74975, 0.75075, 0.75175, 0.75275, 0.75375, 0.75475, 0.75576, 0.75676, 0.75776, 0.75876, 0.75976, 0.76076, 0.76176, 0.76276, 0.76376, 0.76476, 0.76577, 0.76677, 0.76777,\n 0.76877, 0.76977, 0.77077, 0.77177, 0.77277, 0.77377, 0.77477, 0.77578, 0.77678, 0.77778, 0.77878, 0.77978, 0.78078, 0.78178, 0.78278, 0.78378, 0.78478, 0.78579, 0.78679, 0.78779, 0.78879, 0.78979, 0.79079, 0.79179,\n 0.79279, 0.79379, 0.79479, 0.7958, 0.7968, 0.7978, 0.7988, 0.7998, 0.8008, 0.8018, 0.8028, 0.8038, 0.8048, 0.80581, 0.80681, 0.80781, 0.80881, 0.80981, 0.81081, 0.81181, 0.81281, 0.81381, 0.81481, 0.81582,\n 0.81682, 0.81782, 0.81882, 0.81982, 0.82082, 0.82182, 0.82282, 0.82382, 0.82482, 0.82583, 0.82683, 0.82783, 0.82883, 0.82983, 0.83083, 0.83183, 0.83283, 0.83383, 0.83483, 0.83584, 0.83684, 0.83784, 0.83884, 0.83984,\n 0.84084, 0.84184, 0.84284, 0.84384, 0.84484, 0.84585, 0.84685, 0.84785, 0.84885, 0.84985, 0.85085, 0.85185, 0.85285, 0.85385, 0.85485, 0.85586, 0.85686, 0.85786, 0.85886, 0.85986, 0.86086, 0.86186, 0.86286, 0.86386,\n 0.86486, 0.86587, 0.86687, 0.86787, 0.86887, 0.86987, 0.87087, 0.87187, 0.87287, 0.87387, 0.87487, 0.87588, 0.87688, 0.87788, 0.87888, 0.87988, 0.88088, 0.88188, 0.88288, 0.88388, 0.88488, 0.88589, 0.88689, 0.88789,\n 0.88889, 0.88989, 0.89089, 0.89189, 0.89289, 0.89389, 0.89489, 0.8959, 0.8969, 0.8979, 0.8989, 0.8999, 0.9009, 0.9019, 0.9029, 0.9039, 0.9049, 0.90591, 0.90691, 0.90791, 0.90891, 0.90991, 0.91091, 0.91191,\n 0.91291, 0.91391, 0.91491, 0.91592, 0.91692, 0.91792, 0.91892, 0.91992, 0.92092, 0.92192, 0.92292, 0.92392, 0.92492, 0.92593, 0.92693, 0.92793, 0.92893, 0.92993, 0.93093, 0.93193, 0.93293, 0.93393, 0.93493, 0.93594,\n 0.93694, 0.93794, 0.93894, 0.93994, 0.94094, 0.94194, 0.94294, 0.94394, 0.94494, 0.94595, 0.94695, 0.94795, 0.94895, 0.94995, 0.95095, 0.95195, 0.95295, 0.95395, 0.95495, 0.95596, 0.95696, 0.95796, 0.95896, 0.95996,\n 0.96096, 0.96196, 0.96296, 0.96396, 0.96496, 0.96597, 0.96697, 0.96797, 0.96897, 0.96997, 0.97097, 0.97197, 0.97297, 0.97397, 0.97497, 0.97598, 0.97698, 0.97798, 0.97898, 0.97998, 0.98098, 0.98198, 0.98298, 0.98398,\n 0.98498, 0.98599, 0.98699, 0.98799, 0.98899, 0.98999, 0.99099, 0.99199, 0.99299, 0.99399, 0.99499, 0.996, 0.997, 0.998, 0.999, 1]), array([[ 0.0045803, 0.019678, 0.072883, ..., 0, 0, 0],\n [ 0.016212, 0.063989, 0.1771, ..., 0, 0, 0],\n [ 0.027312, 0.073192, 0.16402, ..., 0, 0, 0]]), 'Confidence', 'F1'], [array([ 0, 0.001001, 0.002002, 0.003003, 0.004004, 0.005005, 0.006006, 0.007007, 0.008008, 0.009009, 0.01001, 0.011011, 0.012012, 0.013013, 0.014014, 0.015015, 0.016016, 0.017017, 0.018018, 0.019019, 0.02002, 0.021021, 0.022022, 0.023023,\n 0.024024, 0.025025, 0.026026, 0.027027, 0.028028, 0.029029, 0.03003, 0.031031, 0.032032, 0.033033, 0.034034, 0.035035, 0.036036, 0.037037, 0.038038, 0.039039, 0.04004, 0.041041, 0.042042, 0.043043, 0.044044, 0.045045, 0.046046, 0.047047,\n 0.048048, 0.049049, 0.05005, 0.051051, 0.052052, 0.053053, 0.054054, 0.055055, 0.056056, 0.057057, 0.058058, 0.059059, 0.06006, 0.061061, 0.062062, 0.063063, 0.064064, 0.065065, 0.066066, 0.067067, 0.068068, 0.069069, 0.07007, 0.071071,\n 0.072072, 0.073073, 0.074074, 0.075075, 0.076076, 0.077077, 0.078078, 0.079079, 0.08008, 0.081081, 0.082082, 0.083083, 0.084084, 0.085085, 0.086086, 0.087087, 0.088088, 0.089089, 0.09009, 0.091091, 0.092092, 0.093093, 0.094094, 0.095095,\n 0.096096, 0.097097, 0.098098, 0.099099, 0.1001, 0.1011, 0.1021, 0.1031, 0.1041, 0.10511, 0.10611, 0.10711, 0.10811, 0.10911, 0.11011, 0.11111, 0.11211, 0.11311, 0.11411, 0.11512, 0.11612, 0.11712, 0.11812, 0.11912,\n 0.12012, 0.12112, 0.12212, 0.12312, 0.12412, 0.12513, 0.12613, 0.12713, 0.12813, 0.12913, 0.13013, 0.13113, 0.13213, 0.13313, 0.13413, 0.13514, 0.13614, 0.13714, 0.13814, 0.13914, 0.14014, 0.14114, 0.14214, 0.14314,\n 0.14414, 0.14515, 0.14615, 0.14715, 0.14815, 0.14915, 0.15015, 0.15115, 0.15215, 0.15315, 0.15415, 0.15516, 0.15616, 0.15716, 0.15816, 0.15916, 0.16016, 0.16116, 0.16216, 0.16316, 0.16416, 0.16517, 0.16617, 0.16717,\n 0.16817, 0.16917, 0.17017, 0.17117, 0.17217, 0.17317, 0.17417, 0.17518, 0.17618, 0.17718, 0.17818, 0.17918, 0.18018, 0.18118, 0.18218, 0.18318, 0.18418, 0.18519, 0.18619, 0.18719, 0.18819, 0.18919, 0.19019, 0.19119,\n 0.19219, 0.19319, 0.19419, 0.1952, 0.1962, 0.1972, 0.1982, 0.1992, 0.2002, 0.2012, 0.2022, 0.2032, 0.2042, 0.20521, 0.20621, 0.20721, 0.20821, 0.20921, 0.21021, 0.21121, 0.21221, 0.21321, 0.21421, 0.21522,\n 0.21622, 0.21722, 0.21822, 0.21922, 0.22022, 0.22122, 0.22222, 0.22322, 0.22422, 0.22523, 0.22623, 0.22723, 0.22823, 0.22923, 0.23023, 0.23123, 0.23223, 0.23323, 0.23423, 0.23524, 0.23624, 0.23724, 0.23824, 0.23924,\n 0.24024, 0.24124, 0.24224, 0.24324, 0.24424, 0.24525, 0.24625, 0.24725, 0.24825, 0.24925, 0.25025, 0.25125, 0.25225, 0.25325, 0.25425, 0.25526, 0.25626, 0.25726, 0.25826, 0.25926, 0.26026, 0.26126, 0.26226, 0.26326,\n 0.26426, 0.26527, 0.26627, 0.26727, 0.26827, 0.26927, 0.27027, 0.27127, 0.27227, 0.27327, 0.27427, 0.27528, 0.27628, 0.27728, 0.27828, 0.27928, 0.28028, 0.28128, 0.28228, 0.28328, 0.28428, 0.28529, 0.28629, 0.28729,\n 0.28829, 0.28929, 0.29029, 0.29129, 0.29229, 0.29329, 0.29429, 0.2953, 0.2963, 0.2973, 0.2983, 0.2993, 0.3003, 0.3013, 0.3023, 0.3033, 0.3043, 0.30531, 0.30631, 0.30731, 0.30831, 0.30931, 0.31031, 0.31131,\n 0.31231, 0.31331, 0.31431, 0.31532, 0.31632, 0.31732, 0.31832, 0.31932, 0.32032, 0.32132, 0.32232, 0.32332, 0.32432, 0.32533, 0.32633, 0.32733, 0.32833, 0.32933, 0.33033, 0.33133, 0.33233, 0.33333, 0.33433, 0.33534,\n 0.33634, 0.33734, 0.33834, 0.33934, 0.34034, 0.34134, 0.34234, 0.34334, 0.34434, 0.34535, 0.34635, 0.34735, 0.34835, 0.34935, 0.35035, 0.35135, 0.35235, 0.35335, 0.35435, 0.35536, 0.35636, 0.35736, 0.35836, 0.35936,\n 0.36036, 0.36136, 0.36236, 0.36336, 0.36436, 0.36537, 0.36637, 0.36737, 0.36837, 0.36937, 0.37037, 0.37137, 0.37237, 0.37337, 0.37437, 0.37538, 0.37638, 0.37738, 0.37838, 0.37938, 0.38038, 0.38138, 0.38238, 0.38338,\n 0.38438, 0.38539, 0.38639, 0.38739, 0.38839, 0.38939, 0.39039, 0.39139, 0.39239, 0.39339, 0.39439, 0.3954, 0.3964, 0.3974, 0.3984, 0.3994, 0.4004, 0.4014, 0.4024, 0.4034, 0.4044, 0.40541, 0.40641, 0.40741,\n 0.40841, 0.40941, 0.41041, 0.41141, 0.41241, 0.41341, 0.41441, 0.41542, 0.41642, 0.41742, 0.41842, 0.41942, 0.42042, 0.42142, 0.42242, 0.42342, 0.42442, 0.42543, 0.42643, 0.42743, 0.42843, 0.42943, 0.43043, 0.43143,\n 0.43243, 0.43343, 0.43443, 0.43544, 0.43644, 0.43744, 0.43844, 0.43944, 0.44044, 0.44144, 0.44244, 0.44344, 0.44444, 0.44545, 0.44645, 0.44745, 0.44845, 0.44945, 0.45045, 0.45145, 0.45245, 0.45345, 0.45445, 0.45546,\n 0.45646, 0.45746, 0.45846, 0.45946, 0.46046, 0.46146, 0.46246, 0.46346, 0.46446, 0.46547, 0.46647, 0.46747, 0.46847, 0.46947, 0.47047, 0.47147, 0.47247, 0.47347, 0.47447, 0.47548, 0.47648, 0.47748, 0.47848, 0.47948,\n 0.48048, 0.48148, 0.48248, 0.48348, 0.48448, 0.48549, 0.48649, 0.48749, 0.48849, 0.48949, 0.49049, 0.49149, 0.49249, 0.49349, 0.49449, 0.4955, 0.4965, 0.4975, 0.4985, 0.4995, 0.5005, 0.5015, 0.5025, 0.5035,\n 0.5045, 0.50551, 0.50651, 0.50751, 0.50851, 0.50951, 0.51051, 0.51151, 0.51251, 0.51351, 0.51451, 0.51552, 0.51652, 0.51752, 0.51852, 0.51952, 0.52052, 0.52152, 0.52252, 0.52352, 0.52452, 0.52553, 0.52653, 0.52753,\n 0.52853, 0.52953, 0.53053, 0.53153, 0.53253, 0.53353, 0.53453, 0.53554, 0.53654, 0.53754, 0.53854, 0.53954, 0.54054, 0.54154, 0.54254, 0.54354, 0.54454, 0.54555, 0.54655, 0.54755, 0.54855, 0.54955, 0.55055, 0.55155,\n 0.55255, 0.55355, 0.55455, 0.55556, 0.55656, 0.55756, 0.55856, 0.55956, 0.56056, 0.56156, 0.56256, 0.56356, 0.56456, 0.56557, 0.56657, 0.56757, 0.56857, 0.56957, 0.57057, 0.57157, 0.57257, 0.57357, 0.57457, 0.57558,\n 0.57658, 0.57758, 0.57858, 0.57958, 0.58058, 0.58158, 0.58258, 0.58358, 0.58458, 0.58559, 0.58659, 0.58759, 0.58859, 0.58959, 0.59059, 0.59159, 0.59259, 0.59359, 0.59459, 0.5956, 0.5966, 0.5976, 0.5986, 0.5996,\n 0.6006, 0.6016, 0.6026, 0.6036, 0.6046, 0.60561, 0.60661, 0.60761, 0.60861, 0.60961, 0.61061, 0.61161, 0.61261, 0.61361, 0.61461, 0.61562, 0.61662, 0.61762, 0.61862, 0.61962, 0.62062, 0.62162, 0.62262, 0.62362,\n 0.62462, 0.62563, 0.62663, 0.62763, 0.62863, 0.62963, 0.63063, 0.63163, 0.63263, 0.63363, 0.63463, 0.63564, 0.63664, 0.63764, 0.63864, 0.63964, 0.64064, 0.64164, 0.64264, 0.64364, 0.64464, 0.64565, 0.64665, 0.64765,\n 0.64865, 0.64965, 0.65065, 0.65165, 0.65265, 0.65365, 0.65465, 0.65566, 0.65666, 0.65766, 0.65866, 0.65966, 0.66066, 0.66166, 0.66266, 0.66366, 0.66466, 0.66567, 0.66667, 0.66767, 0.66867, 0.66967, 0.67067, 0.67167,\n 0.67267, 0.67367, 0.67467, 0.67568, 0.67668, 0.67768, 0.67868, 0.67968, 0.68068, 0.68168, 0.68268, 0.68368, 0.68468, 0.68569, 0.68669, 0.68769, 0.68869, 0.68969, 0.69069, 0.69169, 0.69269, 0.69369, 0.69469, 0.6957,\n 0.6967, 0.6977, 0.6987, 0.6997, 0.7007, 0.7017, 0.7027, 0.7037, 0.7047, 0.70571, 0.70671, 0.70771, 0.70871, 0.70971, 0.71071, 0.71171, 0.71271, 0.71371, 0.71471, 0.71572, 0.71672, 0.71772, 0.71872, 0.71972,\n 0.72072, 0.72172, 0.72272, 0.72372, 0.72472, 0.72573, 0.72673, 0.72773, 0.72873, 0.72973, 0.73073, 0.73173, 0.73273, 0.73373, 0.73473, 0.73574, 0.73674, 0.73774, 0.73874, 0.73974, 0.74074, 0.74174, 0.74274, 0.74374,\n 0.74474, 0.74575, 0.74675, 0.74775, 0.74875, 0.74975, 0.75075, 0.75175, 0.75275, 0.75375, 0.75475, 0.75576, 0.75676, 0.75776, 0.75876, 0.75976, 0.76076, 0.76176, 0.76276, 0.76376, 0.76476, 0.76577, 0.76677, 0.76777,\n 0.76877, 0.76977, 0.77077, 0.77177, 0.77277, 0.77377, 0.77477, 0.77578, 0.77678, 0.77778, 0.77878, 0.77978, 0.78078, 0.78178, 0.78278, 0.78378, 0.78478, 0.78579, 0.78679, 0.78779, 0.78879, 0.78979, 0.79079, 0.79179,\n 0.79279, 0.79379, 0.79479, 0.7958, 0.7968, 0.7978, 0.7988, 0.7998, 0.8008, 0.8018, 0.8028, 0.8038, 0.8048, 0.80581, 0.80681, 0.80781, 0.80881, 0.80981, 0.81081, 0.81181, 0.81281, 0.81381, 0.81481, 0.81582,\n 0.81682, 0.81782, 0.81882, 0.81982, 0.82082, 0.82182, 0.82282, 0.82382, 0.82482, 0.82583, 0.82683, 0.82783, 0.82883, 0.82983, 0.83083, 0.83183, 0.83283, 0.83383, 0.83483, 0.83584, 0.83684, 0.83784, 0.83884, 0.83984,\n 0.84084, 0.84184, 0.84284, 0.84384, 0.84484, 0.84585, 0.84685, 0.84785, 0.84885, 0.84985, 0.85085, 0.85185, 0.85285, 0.85385, 0.85485, 0.85586, 0.85686, 0.85786, 0.85886, 0.85986, 0.86086, 0.86186, 0.86286, 0.86386,\n 0.86486, 0.86587, 0.86687, 0.86787, 0.86887, 0.86987, 0.87087, 0.87187, 0.87287, 0.87387, 0.87487, 0.87588, 0.87688, 0.87788, 0.87888, 0.87988, 0.88088, 0.88188, 0.88288, 0.88388, 0.88488, 0.88589, 0.88689, 0.88789,\n 0.88889, 0.88989, 0.89089, 0.89189, 0.89289, 0.89389, 0.89489, 0.8959, 0.8969, 0.8979, 0.8989, 0.8999, 0.9009, 0.9019, 0.9029, 0.9039, 0.9049, 0.90591, 0.90691, 0.90791, 0.90891, 0.90991, 0.91091, 0.91191,\n 0.91291, 0.91391, 0.91491, 0.91592, 0.91692, 0.91792, 0.91892, 0.91992, 0.92092, 0.92192, 0.92292, 0.92392, 0.92492, 0.92593, 0.92693, 0.92793, 0.92893, 0.92993, 0.93093, 0.93193, 0.93293, 0.93393, 0.93493, 0.93594,\n 0.93694, 0.93794, 0.93894, 0.93994, 0.94094, 0.94194, 0.94294, 0.94394, 0.94494, 0.94595, 0.94695, 0.94795, 0.94895, 0.94995, 0.95095, 0.95195, 0.95295, 0.95395, 0.95495, 0.95596, 0.95696, 0.95796, 0.95896, 0.95996,\n 0.96096, 0.96196, 0.96296, 0.96396, 0.96496, 0.96597, 0.96697, 0.96797, 0.96897, 0.96997, 0.97097, 0.97197, 0.97297, 0.97397, 0.97497, 0.97598, 0.97698, 0.97798, 0.97898, 0.97998, 0.98098, 0.98198, 0.98298, 0.98398,\n 0.98498, 0.98599, 0.98699, 0.98799, 0.98899, 0.98999, 0.99099, 0.99199, 0.99299, 0.99399, 0.99499, 0.996, 0.997, 0.998, 0.999, 1]), array([[ 0.0022956, 0.0099404, 0.037875, ..., 1, 1, 1],\n [ 0.0081732, 0.033064, 0.09729, ..., 1, 1, 1],\n [ 0.013847, 0.038019, 0.089544, ..., 1, 1, 1]]), 'Confidence', 'Precision'], [array([ 0, 0.001001, 0.002002, 0.003003, 0.004004, 0.005005, 0.006006, 0.007007, 0.008008, 0.009009, 0.01001, 0.011011, 0.012012, 0.013013, 0.014014, 0.015015, 0.016016, 0.017017, 0.018018, 0.019019, 0.02002, 0.021021, 0.022022, 0.023023,\n 0.024024, 0.025025, 0.026026, 0.027027, 0.028028, 0.029029, 0.03003, 0.031031, 0.032032, 0.033033, 0.034034, 0.035035, 0.036036, 0.037037, 0.038038, 0.039039, 0.04004, 0.041041, 0.042042, 0.043043, 0.044044, 0.045045, 0.046046, 0.047047,\n 0.048048, 0.049049, 0.05005, 0.051051, 0.052052, 0.053053, 0.054054, 0.055055, 0.056056, 0.057057, 0.058058, 0.059059, 0.06006, 0.061061, 0.062062, 0.063063, 0.064064, 0.065065, 0.066066, 0.067067, 0.068068, 0.069069, 0.07007, 0.071071,\n 0.072072, 0.073073, 0.074074, 0.075075, 0.076076, 0.077077, 0.078078, 0.079079, 0.08008, 0.081081, 0.082082, 0.083083, 0.084084, 0.085085, 0.086086, 0.087087, 0.088088, 0.089089, 0.09009, 0.091091, 0.092092, 0.093093, 0.094094, 0.095095,\n 0.096096, 0.097097, 0.098098, 0.099099, 0.1001, 0.1011, 0.1021, 0.1031, 0.1041, 0.10511, 0.10611, 0.10711, 0.10811, 0.10911, 0.11011, 0.11111, 0.11211, 0.11311, 0.11411, 0.11512, 0.11612, 0.11712, 0.11812, 0.11912,\n 0.12012, 0.12112, 0.12212, 0.12312, 0.12412, 0.12513, 0.12613, 0.12713, 0.12813, 0.12913, 0.13013, 0.13113, 0.13213, 0.13313, 0.13413, 0.13514, 0.13614, 0.13714, 0.13814, 0.13914, 0.14014, 0.14114, 0.14214, 0.14314,\n 0.14414, 0.14515, 0.14615, 0.14715, 0.14815, 0.14915, 0.15015, 0.15115, 0.15215, 0.15315, 0.15415, 0.15516, 0.15616, 0.15716, 0.15816, 0.15916, 0.16016, 0.16116, 0.16216, 0.16316, 0.16416, 0.16517, 0.16617, 0.16717,\n 0.16817, 0.16917, 0.17017, 0.17117, 0.17217, 0.17317, 0.17417, 0.17518, 0.17618, 0.17718, 0.17818, 0.17918, 0.18018, 0.18118, 0.18218, 0.18318, 0.18418, 0.18519, 0.18619, 0.18719, 0.18819, 0.18919, 0.19019, 0.19119,\n 0.19219, 0.19319, 0.19419, 0.1952, 0.1962, 0.1972, 0.1982, 0.1992, 0.2002, 0.2012, 0.2022, 0.2032, 0.2042, 0.20521, 0.20621, 0.20721, 0.20821, 0.20921, 0.21021, 0.21121, 0.21221, 0.21321, 0.21421, 0.21522,\n 0.21622, 0.21722, 0.21822, 0.21922, 0.22022, 0.22122, 0.22222, 0.22322, 0.22422, 0.22523, 0.22623, 0.22723, 0.22823, 0.22923, 0.23023, 0.23123, 0.23223, 0.23323, 0.23423, 0.23524, 0.23624, 0.23724, 0.23824, 0.23924,\n 0.24024, 0.24124, 0.24224, 0.24324, 0.24424, 0.24525, 0.24625, 0.24725, 0.24825, 0.24925, 0.25025, 0.25125, 0.25225, 0.25325, 0.25425, 0.25526, 0.25626, 0.25726, 0.25826, 0.25926, 0.26026, 0.26126, 0.26226, 0.26326,\n 0.26426, 0.26527, 0.26627, 0.26727, 0.26827, 0.26927, 0.27027, 0.27127, 0.27227, 0.27327, 0.27427, 0.27528, 0.27628, 0.27728, 0.27828, 0.27928, 0.28028, 0.28128, 0.28228, 0.28328, 0.28428, 0.28529, 0.28629, 0.28729,\n 0.28829, 0.28929, 0.29029, 0.29129, 0.29229, 0.29329, 0.29429, 0.2953, 0.2963, 0.2973, 0.2983, 0.2993, 0.3003, 0.3013, 0.3023, 0.3033, 0.3043, 0.30531, 0.30631, 0.30731, 0.30831, 0.30931, 0.31031, 0.31131,\n 0.31231, 0.31331, 0.31431, 0.31532, 0.31632, 0.31732, 0.31832, 0.31932, 0.32032, 0.32132, 0.32232, 0.32332, 0.32432, 0.32533, 0.32633, 0.32733, 0.32833, 0.32933, 0.33033, 0.33133, 0.33233, 0.33333, 0.33433, 0.33534,\n 0.33634, 0.33734, 0.33834, 0.33934, 0.34034, 0.34134, 0.34234, 0.34334, 0.34434, 0.34535, 0.34635, 0.34735, 0.34835, 0.34935, 0.35035, 0.35135, 0.35235, 0.35335, 0.35435, 0.35536, 0.35636, 0.35736, 0.35836, 0.35936,\n 0.36036, 0.36136, 0.36236, 0.36336, 0.36436, 0.36537, 0.36637, 0.36737, 0.36837, 0.36937, 0.37037, 0.37137, 0.37237, 0.37337, 0.37437, 0.37538, 0.37638, 0.37738, 0.37838, 0.37938, 0.38038, 0.38138, 0.38238, 0.38338,\n 0.38438, 0.38539, 0.38639, 0.38739, 0.38839, 0.38939, 0.39039, 0.39139, 0.39239, 0.39339, 0.39439, 0.3954, 0.3964, 0.3974, 0.3984, 0.3994, 0.4004, 0.4014, 0.4024, 0.4034, 0.4044, 0.40541, 0.40641, 0.40741,\n 0.40841, 0.40941, 0.41041, 0.41141, 0.41241, 0.41341, 0.41441, 0.41542, 0.41642, 0.41742, 0.41842, 0.41942, 0.42042, 0.42142, 0.42242, 0.42342, 0.42442, 0.42543, 0.42643, 0.42743, 0.42843, 0.42943, 0.43043, 0.43143,\n 0.43243, 0.43343, 0.43443, 0.43544, 0.43644, 0.43744, 0.43844, 0.43944, 0.44044, 0.44144, 0.44244, 0.44344, 0.44444, 0.44545, 0.44645, 0.44745, 0.44845, 0.44945, 0.45045, 0.45145, 0.45245, 0.45345, 0.45445, 0.45546,\n 0.45646, 0.45746, 0.45846, 0.45946, 0.46046, 0.46146, 0.46246, 0.46346, 0.46446, 0.46547, 0.46647, 0.46747, 0.46847, 0.46947, 0.47047, 0.47147, 0.47247, 0.47347, 0.47447, 0.47548, 0.47648, 0.47748, 0.47848, 0.47948,\n 0.48048, 0.48148, 0.48248, 0.48348, 0.48448, 0.48549, 0.48649, 0.48749, 0.48849, 0.48949, 0.49049, 0.49149, 0.49249, 0.49349, 0.49449, 0.4955, 0.4965, 0.4975, 0.4985, 0.4995, 0.5005, 0.5015, 0.5025, 0.5035,\n 0.5045, 0.50551, 0.50651, 0.50751, 0.50851, 0.50951, 0.51051, 0.51151, 0.51251, 0.51351, 0.51451, 0.51552, 0.51652, 0.51752, 0.51852, 0.51952, 0.52052, 0.52152, 0.52252, 0.52352, 0.52452, 0.52553, 0.52653, 0.52753,\n 0.52853, 0.52953, 0.53053, 0.53153, 0.53253, 0.53353, 0.53453, 0.53554, 0.53654, 0.53754, 0.53854, 0.53954, 0.54054, 0.54154, 0.54254, 0.54354, 0.54454, 0.54555, 0.54655, 0.54755, 0.54855, 0.54955, 0.55055, 0.55155,\n 0.55255, 0.55355, 0.55455, 0.55556, 0.55656, 0.55756, 0.55856, 0.55956, 0.56056, 0.56156, 0.56256, 0.56356, 0.56456, 0.56557, 0.56657, 0.56757, 0.56857, 0.56957, 0.57057, 0.57157, 0.57257, 0.57357, 0.57457, 0.57558,\n 0.57658, 0.57758, 0.57858, 0.57958, 0.58058, 0.58158, 0.58258, 0.58358, 0.58458, 0.58559, 0.58659, 0.58759, 0.58859, 0.58959, 0.59059, 0.59159, 0.59259, 0.59359, 0.59459, 0.5956, 0.5966, 0.5976, 0.5986, 0.5996,\n 0.6006, 0.6016, 0.6026, 0.6036, 0.6046, 0.60561, 0.60661, 0.60761, 0.60861, 0.60961, 0.61061, 0.61161, 0.61261, 0.61361, 0.61461, 0.61562, 0.61662, 0.61762, 0.61862, 0.61962, 0.62062, 0.62162, 0.62262, 0.62362,\n 0.62462, 0.62563, 0.62663, 0.62763, 0.62863, 0.62963, 0.63063, 0.63163, 0.63263, 0.63363, 0.63463, 0.63564, 0.63664, 0.63764, 0.63864, 0.63964, 0.64064, 0.64164, 0.64264, 0.64364, 0.64464, 0.64565, 0.64665, 0.64765,\n 0.64865, 0.64965, 0.65065, 0.65165, 0.65265, 0.65365, 0.65465, 0.65566, 0.65666, 0.65766, 0.65866, 0.65966, 0.66066, 0.66166, 0.66266, 0.66366, 0.66466, 0.66567, 0.66667, 0.66767, 0.66867, 0.66967, 0.67067, 0.67167,\n 0.67267, 0.67367, 0.67467, 0.67568, 0.67668, 0.67768, 0.67868, 0.67968, 0.68068, 0.68168, 0.68268, 0.68368, 0.68468, 0.68569, 0.68669, 0.68769, 0.68869, 0.68969, 0.69069, 0.69169, 0.69269, 0.69369, 0.69469, 0.6957,\n 0.6967, 0.6977, 0.6987, 0.6997, 0.7007, 0.7017, 0.7027, 0.7037, 0.7047, 0.70571, 0.70671, 0.70771, 0.70871, 0.70971, 0.71071, 0.71171, 0.71271, 0.71371, 0.71471, 0.71572, 0.71672, 0.71772, 0.71872, 0.71972,\n 0.72072, 0.72172, 0.72272, 0.72372, 0.72472, 0.72573, 0.72673, 0.72773, 0.72873, 0.72973, 0.73073, 0.73173, 0.73273, 0.73373, 0.73473, 0.73574, 0.73674, 0.73774, 0.73874, 0.73974, 0.74074, 0.74174, 0.74274, 0.74374,\n 0.74474, 0.74575, 0.74675, 0.74775, 0.74875, 0.74975, 0.75075, 0.75175, 0.75275, 0.75375, 0.75475, 0.75576, 0.75676, 0.75776, 0.75876, 0.75976, 0.76076, 0.76176, 0.76276, 0.76376, 0.76476, 0.76577, 0.76677, 0.76777,\n 0.76877, 0.76977, 0.77077, 0.77177, 0.77277, 0.77377, 0.77477, 0.77578, 0.77678, 0.77778, 0.77878, 0.77978, 0.78078, 0.78178, 0.78278, 0.78378, 0.78478, 0.78579, 0.78679, 0.78779, 0.78879, 0.78979, 0.79079, 0.79179,\n 0.79279, 0.79379, 0.79479, 0.7958, 0.7968, 0.7978, 0.7988, 0.7998, 0.8008, 0.8018, 0.8028, 0.8038, 0.8048, 0.80581, 0.80681, 0.80781, 0.80881, 0.80981, 0.81081, 0.81181, 0.81281, 0.81381, 0.81481, 0.81582,\n 0.81682, 0.81782, 0.81882, 0.81982, 0.82082, 0.82182, 0.82282, 0.82382, 0.82482, 0.82583, 0.82683, 0.82783, 0.82883, 0.82983, 0.83083, 0.83183, 0.83283, 0.83383, 0.83483, 0.83584, 0.83684, 0.83784, 0.83884, 0.83984,\n 0.84084, 0.84184, 0.84284, 0.84384, 0.84484, 0.84585, 0.84685, 0.84785, 0.84885, 0.84985, 0.85085, 0.85185, 0.85285, 0.85385, 0.85485, 0.85586, 0.85686, 0.85786, 0.85886, 0.85986, 0.86086, 0.86186, 0.86286, 0.86386,\n 0.86486, 0.86587, 0.86687, 0.86787, 0.86887, 0.86987, 0.87087, 0.87187, 0.87287, 0.87387, 0.87487, 0.87588, 0.87688, 0.87788, 0.87888, 0.87988, 0.88088, 0.88188, 0.88288, 0.88388, 0.88488, 0.88589, 0.88689, 0.88789,\n 0.88889, 0.88989, 0.89089, 0.89189, 0.89289, 0.89389, 0.89489, 0.8959, 0.8969, 0.8979, 0.8989, 0.8999, 0.9009, 0.9019, 0.9029, 0.9039, 0.9049, 0.90591, 0.90691, 0.90791, 0.90891, 0.90991, 0.91091, 0.91191,\n 0.91291, 0.91391, 0.91491, 0.91592, 0.91692, 0.91792, 0.91892, 0.91992, 0.92092, 0.92192, 0.92292, 0.92392, 0.92492, 0.92593, 0.92693, 0.92793, 0.92893, 0.92993, 0.93093, 0.93193, 0.93293, 0.93393, 0.93493, 0.93594,\n 0.93694, 0.93794, 0.93894, 0.93994, 0.94094, 0.94194, 0.94294, 0.94394, 0.94494, 0.94595, 0.94695, 0.94795, 0.94895, 0.94995, 0.95095, 0.95195, 0.95295, 0.95395, 0.95495, 0.95596, 0.95696, 0.95796, 0.95896, 0.95996,\n 0.96096, 0.96196, 0.96296, 0.96396, 0.96496, 0.96597, 0.96697, 0.96797, 0.96897, 0.96997, 0.97097, 0.97197, 0.97297, 0.97397, 0.97497, 0.97598, 0.97698, 0.97798, 0.97898, 0.97998, 0.98098, 0.98198, 0.98298, 0.98398,\n 0.98498, 0.98599, 0.98699, 0.98799, 0.98899, 0.98999, 0.99099, 0.99199, 0.99299, 0.99399, 0.99499, 0.996, 0.997, 0.998, 0.999, 1]), array([[ 0.96296, 0.96296, 0.96296, ..., 0, 0, 0],\n [ 0.98947, 0.98947, 0.98596, ..., 0, 0, 0],\n [ 0.98905, 0.9781, 0.97445, ..., 0, 0, 0]]), 'Confidence', 'Recall']]\nfitness: 0.4167150781393622\nkeys: ['metrics/precision(B)', 'metrics/recall(B)', 'metrics/mAP50(B)', 'metrics/mAP50-95(B)']\nmaps: array([ 0.27251, 0.43283, 0.44376])\nnames: {0: 'head', 1: 'helmet', 2: 'person'}\nplot: True\nresults_dict: {'metrics/precision(B)': 0.7547976321592739, 'metrics/recall(B)': 0.5833058204181664, 'metrics/mAP50(B)': 0.7198616322434354, 'metrics/mAP50-95(B)': 0.38303212768335404, 'fitness': 0.4167150781393622}\nsave_dir: PosixPath('/kaggle/working/yolov10/runs/detect/train')\nspeed: {'preprocess': 3.336123370249337, 'inference': 2.789654862990073, 'loss': 0.00012030295275766915, 'postprocess': 0.008193724746004157}\ntask: 'detect'"},"metadata":{}}]},{"cell_type":"markdown","source":"### Test the model","metadata":{}},{"cell_type":"code","source":"TRAINED_MODEL_PATH = '/kaggle/working/yolov10/runs/detect/train/weights/best.pt'\nmodel = YOLOv10 (TRAINED_MODEL_PATH)\n\nmodel.val(data = YAML_PATH ,\n imgsz = IMG_SIZE ,\n split ='test')","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:33:12.360128Z","iopub.execute_input":"2024-06-26T15:33:12.360517Z","iopub.status.idle":"2024-06-26T15:33:20.937049Z","shell.execute_reply.started":"2024-06-26T15:33:12.360475Z","shell.execute_reply":"2024-06-26T15:33:20.936037Z"},"trusted":true},"execution_count":13,"outputs":[{"name":"stdout","text":"Ultralytics YOLOv8.1.34 🚀 Python-3.10.13 torch-2.0.1+cu117 CUDA:0 (Tesla P100-PCIE-16GB, 16276MiB)\nYOLOv10n summary (fused): 285 layers, 2695586 parameters, 0 gradients\n","output_type":"stream"},{"name":"stderr","text":"\u001b[34m\u001b[1mval: \u001b[0mScanning /kaggle/working/safety_dataset/test/labels... 109 images, 0 backgrounds, 0 corrupt: 100%|██████████| 109/109 [00:00<00:00, 1370.52it/s]","output_type":"stream"},{"name":"stdout","text":"\u001b[34m\u001b[1mval: \u001b[0mNew cache created: /kaggle/working/safety_dataset/test/labels.cache\n","output_type":"stream"},{"name":"stderr","text":"\n/opt/conda/lib/python3.10/multiprocessing/popen_fork.py:66: RuntimeWarning: os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock.\n self.pid = os.fork()\n Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 7/7 [00:03<00:00, 1.80it/s]\n","output_type":"stream"},{"name":"stdout","text":" all 109 320 0.805 0.564 0.7 0.371\n head 109 16 1 0.116 0.494 0.222\n helmet 109 162 0.718 0.802 0.842 0.439\n person 109 142 0.696 0.775 0.763 0.451\nSpeed: 2.2ms preprocess, 4.7ms inference, 0.0ms loss, 0.1ms postprocess per image\nResults saved to \u001b[1m/kaggle/working/yolov10/runs/detect/val\u001b[0m\n","output_type":"stream"},{"execution_count":13,"output_type":"execute_result","data":{"text/plain":"ultralytics.utils.metrics.DetMetrics object with attributes:\n\nap_class_index: array([0, 1, 2])\nbox: ultralytics.utils.metrics.Metric object\nconfusion_matrix: \ncurves: ['Precision-Recall(B)', 'F1-Confidence(B)', 'Precision-Confidence(B)', 'Recall-Confidence(B)']\ncurves_results: [[array([ 0, 0.001001, 0.002002, 0.003003, 0.004004, 0.005005, 0.006006, 0.007007, 0.008008, 0.009009, 0.01001, 0.011011, 0.012012, 0.013013, 0.014014, 0.015015, 0.016016, 0.017017, 0.018018, 0.019019, 0.02002, 0.021021, 0.022022, 0.023023,\n 0.024024, 0.025025, 0.026026, 0.027027, 0.028028, 0.029029, 0.03003, 0.031031, 0.032032, 0.033033, 0.034034, 0.035035, 0.036036, 0.037037, 0.038038, 0.039039, 0.04004, 0.041041, 0.042042, 0.043043, 0.044044, 0.045045, 0.046046, 0.047047,\n 0.048048, 0.049049, 0.05005, 0.051051, 0.052052, 0.053053, 0.054054, 0.055055, 0.056056, 0.057057, 0.058058, 0.059059, 0.06006, 0.061061, 0.062062, 0.063063, 0.064064, 0.065065, 0.066066, 0.067067, 0.068068, 0.069069, 0.07007, 0.071071,\n 0.072072, 0.073073, 0.074074, 0.075075, 0.076076, 0.077077, 0.078078, 0.079079, 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0.74374,\n 0.74474, 0.74575, 0.74675, 0.74775, 0.74875, 0.74975, 0.75075, 0.75175, 0.75275, 0.75375, 0.75475, 0.75576, 0.75676, 0.75776, 0.75876, 0.75976, 0.76076, 0.76176, 0.76276, 0.76376, 0.76476, 0.76577, 0.76677, 0.76777,\n 0.76877, 0.76977, 0.77077, 0.77177, 0.77277, 0.77377, 0.77477, 0.77578, 0.77678, 0.77778, 0.77878, 0.77978, 0.78078, 0.78178, 0.78278, 0.78378, 0.78478, 0.78579, 0.78679, 0.78779, 0.78879, 0.78979, 0.79079, 0.79179,\n 0.79279, 0.79379, 0.79479, 0.7958, 0.7968, 0.7978, 0.7988, 0.7998, 0.8008, 0.8018, 0.8028, 0.8038, 0.8048, 0.80581, 0.80681, 0.80781, 0.80881, 0.80981, 0.81081, 0.81181, 0.81281, 0.81381, 0.81481, 0.81582,\n 0.81682, 0.81782, 0.81882, 0.81982, 0.82082, 0.82182, 0.82282, 0.82382, 0.82482, 0.82583, 0.82683, 0.82783, 0.82883, 0.82983, 0.83083, 0.83183, 0.83283, 0.83383, 0.83483, 0.83584, 0.83684, 0.83784, 0.83884, 0.83984,\n 0.84084, 0.84184, 0.84284, 0.84384, 0.84484, 0.84585, 0.84685, 0.84785, 0.84885, 0.84985, 0.85085, 0.85185, 0.85285, 0.85385, 0.85485, 0.85586, 0.85686, 0.85786, 0.85886, 0.85986, 0.86086, 0.86186, 0.86286, 0.86386,\n 0.86486, 0.86587, 0.86687, 0.86787, 0.86887, 0.86987, 0.87087, 0.87187, 0.87287, 0.87387, 0.87487, 0.87588, 0.87688, 0.87788, 0.87888, 0.87988, 0.88088, 0.88188, 0.88288, 0.88388, 0.88488, 0.88589, 0.88689, 0.88789,\n 0.88889, 0.88989, 0.89089, 0.89189, 0.89289, 0.89389, 0.89489, 0.8959, 0.8969, 0.8979, 0.8989, 0.8999, 0.9009, 0.9019, 0.9029, 0.9039, 0.9049, 0.90591, 0.90691, 0.90791, 0.90891, 0.90991, 0.91091, 0.91191,\n 0.91291, 0.91391, 0.91491, 0.91592, 0.91692, 0.91792, 0.91892, 0.91992, 0.92092, 0.92192, 0.92292, 0.92392, 0.92492, 0.92593, 0.92693, 0.92793, 0.92893, 0.92993, 0.93093, 0.93193, 0.93293, 0.93393, 0.93493, 0.93594,\n 0.93694, 0.93794, 0.93894, 0.93994, 0.94094, 0.94194, 0.94294, 0.94394, 0.94494, 0.94595, 0.94695, 0.94795, 0.94895, 0.94995, 0.95095, 0.95195, 0.95295, 0.95395, 0.95495, 0.95596, 0.95696, 0.95796, 0.95896, 0.95996,\n 0.96096, 0.96196, 0.96296, 0.96396, 0.96496, 0.96597, 0.96697, 0.96797, 0.96897, 0.96997, 0.97097, 0.97197, 0.97297, 0.97397, 0.97497, 0.97598, 0.97698, 0.97798, 0.97898, 0.97998, 0.98098, 0.98198, 0.98298, 0.98398,\n 0.98498, 0.98599, 0.98699, 0.98799, 0.98899, 0.98999, 0.99099, 0.99199, 0.99299, 0.99399, 0.99499, 0.996, 0.997, 0.998, 0.999, 1]), array([[ 1, 1, 1, ..., 0.027491, 0.027491, 0],\n [ 1, 1, 1, ..., 0.0030269, 0.0015134, 0],\n [ 1, 1, 1, ..., 0.0020356, 0.0010178, 0]]), 'Recall', 'Precision'], [array([ 0, 0.001001, 0.002002, 0.003003, 0.004004, 0.005005, 0.006006, 0.007007, 0.008008, 0.009009, 0.01001, 0.011011, 0.012012, 0.013013, 0.014014, 0.015015, 0.016016, 0.017017, 0.018018, 0.019019, 0.02002, 0.021021, 0.022022, 0.023023,\n 0.024024, 0.025025, 0.026026, 0.027027, 0.028028, 0.029029, 0.03003, 0.031031, 0.032032, 0.033033, 0.034034, 0.035035, 0.036036, 0.037037, 0.038038, 0.039039, 0.04004, 0.041041, 0.042042, 0.043043, 0.044044, 0.045045, 0.046046, 0.047047,\n 0.048048, 0.049049, 0.05005, 0.051051, 0.052052, 0.053053, 0.054054, 0.055055, 0.056056, 0.057057, 0.058058, 0.059059, 0.06006, 0.061061, 0.062062, 0.063063, 0.064064, 0.065065, 0.066066, 0.067067, 0.068068, 0.069069, 0.07007, 0.071071,\n 0.072072, 0.073073, 0.074074, 0.075075, 0.076076, 0.077077, 0.078078, 0.079079, 0.08008, 0.081081, 0.082082, 0.083083, 0.084084, 0.085085, 0.086086, 0.087087, 0.088088, 0.089089, 0.09009, 0.091091, 0.092092, 0.093093, 0.094094, 0.095095,\n 0.096096, 0.097097, 0.098098, 0.099099, 0.1001, 0.1011, 0.1021, 0.1031, 0.1041, 0.10511, 0.10611, 0.10711, 0.10811, 0.10911, 0.11011, 0.11111, 0.11211, 0.11311, 0.11411, 0.11512, 0.11612, 0.11712, 0.11812, 0.11912,\n 0.12012, 0.12112, 0.12212, 0.12312, 0.12412, 0.12513, 0.12613, 0.12713, 0.12813, 0.12913, 0.13013, 0.13113, 0.13213, 0.13313, 0.13413, 0.13514, 0.13614, 0.13714, 0.13814, 0.13914, 0.14014, 0.14114, 0.14214, 0.14314,\n 0.14414, 0.14515, 0.14615, 0.14715, 0.14815, 0.14915, 0.15015, 0.15115, 0.15215, 0.15315, 0.15415, 0.15516, 0.15616, 0.15716, 0.15816, 0.15916, 0.16016, 0.16116, 0.16216, 0.16316, 0.16416, 0.16517, 0.16617, 0.16717,\n 0.16817, 0.16917, 0.17017, 0.17117, 0.17217, 0.17317, 0.17417, 0.17518, 0.17618, 0.17718, 0.17818, 0.17918, 0.18018, 0.18118, 0.18218, 0.18318, 0.18418, 0.18519, 0.18619, 0.18719, 0.18819, 0.18919, 0.19019, 0.19119,\n 0.19219, 0.19319, 0.19419, 0.1952, 0.1962, 0.1972, 0.1982, 0.1992, 0.2002, 0.2012, 0.2022, 0.2032, 0.2042, 0.20521, 0.20621, 0.20721, 0.20821, 0.20921, 0.21021, 0.21121, 0.21221, 0.21321, 0.21421, 0.21522,\n 0.21622, 0.21722, 0.21822, 0.21922, 0.22022, 0.22122, 0.22222, 0.22322, 0.22422, 0.22523, 0.22623, 0.22723, 0.22823, 0.22923, 0.23023, 0.23123, 0.23223, 0.23323, 0.23423, 0.23524, 0.23624, 0.23724, 0.23824, 0.23924,\n 0.24024, 0.24124, 0.24224, 0.24324, 0.24424, 0.24525, 0.24625, 0.24725, 0.24825, 0.24925, 0.25025, 0.25125, 0.25225, 0.25325, 0.25425, 0.25526, 0.25626, 0.25726, 0.25826, 0.25926, 0.26026, 0.26126, 0.26226, 0.26326,\n 0.26426, 0.26527, 0.26627, 0.26727, 0.26827, 0.26927, 0.27027, 0.27127, 0.27227, 0.27327, 0.27427, 0.27528, 0.27628, 0.27728, 0.27828, 0.27928, 0.28028, 0.28128, 0.28228, 0.28328, 0.28428, 0.28529, 0.28629, 0.28729,\n 0.28829, 0.28929, 0.29029, 0.29129, 0.29229, 0.29329, 0.29429, 0.2953, 0.2963, 0.2973, 0.2983, 0.2993, 0.3003, 0.3013, 0.3023, 0.3033, 0.3043, 0.30531, 0.30631, 0.30731, 0.30831, 0.30931, 0.31031, 0.31131,\n 0.31231, 0.31331, 0.31431, 0.31532, 0.31632, 0.31732, 0.31832, 0.31932, 0.32032, 0.32132, 0.32232, 0.32332, 0.32432, 0.32533, 0.32633, 0.32733, 0.32833, 0.32933, 0.33033, 0.33133, 0.33233, 0.33333, 0.33433, 0.33534,\n 0.33634, 0.33734, 0.33834, 0.33934, 0.34034, 0.34134, 0.34234, 0.34334, 0.34434, 0.34535, 0.34635, 0.34735, 0.34835, 0.34935, 0.35035, 0.35135, 0.35235, 0.35335, 0.35435, 0.35536, 0.35636, 0.35736, 0.35836, 0.35936,\n 0.36036, 0.36136, 0.36236, 0.36336, 0.36436, 0.36537, 0.36637, 0.36737, 0.36837, 0.36937, 0.37037, 0.37137, 0.37237, 0.37337, 0.37437, 0.37538, 0.37638, 0.37738, 0.37838, 0.37938, 0.38038, 0.38138, 0.38238, 0.38338,\n 0.38438, 0.38539, 0.38639, 0.38739, 0.38839, 0.38939, 0.39039, 0.39139, 0.39239, 0.39339, 0.39439, 0.3954, 0.3964, 0.3974, 0.3984, 0.3994, 0.4004, 0.4014, 0.4024, 0.4034, 0.4044, 0.40541, 0.40641, 0.40741,\n 0.40841, 0.40941, 0.41041, 0.41141, 0.41241, 0.41341, 0.41441, 0.41542, 0.41642, 0.41742, 0.41842, 0.41942, 0.42042, 0.42142, 0.42242, 0.42342, 0.42442, 0.42543, 0.42643, 0.42743, 0.42843, 0.42943, 0.43043, 0.43143,\n 0.43243, 0.43343, 0.43443, 0.43544, 0.43644, 0.43744, 0.43844, 0.43944, 0.44044, 0.44144, 0.44244, 0.44344, 0.44444, 0.44545, 0.44645, 0.44745, 0.44845, 0.44945, 0.45045, 0.45145, 0.45245, 0.45345, 0.45445, 0.45546,\n 0.45646, 0.45746, 0.45846, 0.45946, 0.46046, 0.46146, 0.46246, 0.46346, 0.46446, 0.46547, 0.46647, 0.46747, 0.46847, 0.46947, 0.47047, 0.47147, 0.47247, 0.47347, 0.47447, 0.47548, 0.47648, 0.47748, 0.47848, 0.47948,\n 0.48048, 0.48148, 0.48248, 0.48348, 0.48448, 0.48549, 0.48649, 0.48749, 0.48849, 0.48949, 0.49049, 0.49149, 0.49249, 0.49349, 0.49449, 0.4955, 0.4965, 0.4975, 0.4985, 0.4995, 0.5005, 0.5015, 0.5025, 0.5035,\n 0.5045, 0.50551, 0.50651, 0.50751, 0.50851, 0.50951, 0.51051, 0.51151, 0.51251, 0.51351, 0.51451, 0.51552, 0.51652, 0.51752, 0.51852, 0.51952, 0.52052, 0.52152, 0.52252, 0.52352, 0.52452, 0.52553, 0.52653, 0.52753,\n 0.52853, 0.52953, 0.53053, 0.53153, 0.53253, 0.53353, 0.53453, 0.53554, 0.53654, 0.53754, 0.53854, 0.53954, 0.54054, 0.54154, 0.54254, 0.54354, 0.54454, 0.54555, 0.54655, 0.54755, 0.54855, 0.54955, 0.55055, 0.55155,\n 0.55255, 0.55355, 0.55455, 0.55556, 0.55656, 0.55756, 0.55856, 0.55956, 0.56056, 0.56156, 0.56256, 0.56356, 0.56456, 0.56557, 0.56657, 0.56757, 0.56857, 0.56957, 0.57057, 0.57157, 0.57257, 0.57357, 0.57457, 0.57558,\n 0.57658, 0.57758, 0.57858, 0.57958, 0.58058, 0.58158, 0.58258, 0.58358, 0.58458, 0.58559, 0.58659, 0.58759, 0.58859, 0.58959, 0.59059, 0.59159, 0.59259, 0.59359, 0.59459, 0.5956, 0.5966, 0.5976, 0.5986, 0.5996,\n 0.6006, 0.6016, 0.6026, 0.6036, 0.6046, 0.60561, 0.60661, 0.60761, 0.60861, 0.60961, 0.61061, 0.61161, 0.61261, 0.61361, 0.61461, 0.61562, 0.61662, 0.61762, 0.61862, 0.61962, 0.62062, 0.62162, 0.62262, 0.62362,\n 0.62462, 0.62563, 0.62663, 0.62763, 0.62863, 0.62963, 0.63063, 0.63163, 0.63263, 0.63363, 0.63463, 0.63564, 0.63664, 0.63764, 0.63864, 0.63964, 0.64064, 0.64164, 0.64264, 0.64364, 0.64464, 0.64565, 0.64665, 0.64765,\n 0.64865, 0.64965, 0.65065, 0.65165, 0.65265, 0.65365, 0.65465, 0.65566, 0.65666, 0.65766, 0.65866, 0.65966, 0.66066, 0.66166, 0.66266, 0.66366, 0.66466, 0.66567, 0.66667, 0.66767, 0.66867, 0.66967, 0.67067, 0.67167,\n 0.67267, 0.67367, 0.67467, 0.67568, 0.67668, 0.67768, 0.67868, 0.67968, 0.68068, 0.68168, 0.68268, 0.68368, 0.68468, 0.68569, 0.68669, 0.68769, 0.68869, 0.68969, 0.69069, 0.69169, 0.69269, 0.69369, 0.69469, 0.6957,\n 0.6967, 0.6977, 0.6987, 0.6997, 0.7007, 0.7017, 0.7027, 0.7037, 0.7047, 0.70571, 0.70671, 0.70771, 0.70871, 0.70971, 0.71071, 0.71171, 0.71271, 0.71371, 0.71471, 0.71572, 0.71672, 0.71772, 0.71872, 0.71972,\n 0.72072, 0.72172, 0.72272, 0.72372, 0.72472, 0.72573, 0.72673, 0.72773, 0.72873, 0.72973, 0.73073, 0.73173, 0.73273, 0.73373, 0.73473, 0.73574, 0.73674, 0.73774, 0.73874, 0.73974, 0.74074, 0.74174, 0.74274, 0.74374,\n 0.74474, 0.74575, 0.74675, 0.74775, 0.74875, 0.74975, 0.75075, 0.75175, 0.75275, 0.75375, 0.75475, 0.75576, 0.75676, 0.75776, 0.75876, 0.75976, 0.76076, 0.76176, 0.76276, 0.76376, 0.76476, 0.76577, 0.76677, 0.76777,\n 0.76877, 0.76977, 0.77077, 0.77177, 0.77277, 0.77377, 0.77477, 0.77578, 0.77678, 0.77778, 0.77878, 0.77978, 0.78078, 0.78178, 0.78278, 0.78378, 0.78478, 0.78579, 0.78679, 0.78779, 0.78879, 0.78979, 0.79079, 0.79179,\n 0.79279, 0.79379, 0.79479, 0.7958, 0.7968, 0.7978, 0.7988, 0.7998, 0.8008, 0.8018, 0.8028, 0.8038, 0.8048, 0.80581, 0.80681, 0.80781, 0.80881, 0.80981, 0.81081, 0.81181, 0.81281, 0.81381, 0.81481, 0.81582,\n 0.81682, 0.81782, 0.81882, 0.81982, 0.82082, 0.82182, 0.82282, 0.82382, 0.82482, 0.82583, 0.82683, 0.82783, 0.82883, 0.82983, 0.83083, 0.83183, 0.83283, 0.83383, 0.83483, 0.83584, 0.83684, 0.83784, 0.83884, 0.83984,\n 0.84084, 0.84184, 0.84284, 0.84384, 0.84484, 0.84585, 0.84685, 0.84785, 0.84885, 0.84985, 0.85085, 0.85185, 0.85285, 0.85385, 0.85485, 0.85586, 0.85686, 0.85786, 0.85886, 0.85986, 0.86086, 0.86186, 0.86286, 0.86386,\n 0.86486, 0.86587, 0.86687, 0.86787, 0.86887, 0.86987, 0.87087, 0.87187, 0.87287, 0.87387, 0.87487, 0.87588, 0.87688, 0.87788, 0.87888, 0.87988, 0.88088, 0.88188, 0.88288, 0.88388, 0.88488, 0.88589, 0.88689, 0.88789,\n 0.88889, 0.88989, 0.89089, 0.89189, 0.89289, 0.89389, 0.89489, 0.8959, 0.8969, 0.8979, 0.8989, 0.8999, 0.9009, 0.9019, 0.9029, 0.9039, 0.9049, 0.90591, 0.90691, 0.90791, 0.90891, 0.90991, 0.91091, 0.91191,\n 0.91291, 0.91391, 0.91491, 0.91592, 0.91692, 0.91792, 0.91892, 0.91992, 0.92092, 0.92192, 0.92292, 0.92392, 0.92492, 0.92593, 0.92693, 0.92793, 0.92893, 0.92993, 0.93093, 0.93193, 0.93293, 0.93393, 0.93493, 0.93594,\n 0.93694, 0.93794, 0.93894, 0.93994, 0.94094, 0.94194, 0.94294, 0.94394, 0.94494, 0.94595, 0.94695, 0.94795, 0.94895, 0.94995, 0.95095, 0.95195, 0.95295, 0.95395, 0.95495, 0.95596, 0.95696, 0.95796, 0.95896, 0.95996,\n 0.96096, 0.96196, 0.96296, 0.96396, 0.96496, 0.96597, 0.96697, 0.96797, 0.96897, 0.96997, 0.97097, 0.97197, 0.97297, 0.97397, 0.97497, 0.97598, 0.97698, 0.97798, 0.97898, 0.97998, 0.98098, 0.98198, 0.98298, 0.98398,\n 0.98498, 0.98599, 0.98699, 0.98799, 0.98899, 0.98999, 0.99099, 0.99199, 0.99299, 0.99399, 0.99499, 0.996, 0.997, 0.998, 0.999, 1]), array([[ 0.0056249, 0.02373, 0.083092, ..., 0, 0, 0],\n [ 0.018492, 0.067789, 0.17359, ..., 0, 0, 0],\n [ 0.028231, 0.074241, 0.17443, ..., 0, 0, 0]]), 'Confidence', 'F1'], [array([ 0, 0.001001, 0.002002, 0.003003, 0.004004, 0.005005, 0.006006, 0.007007, 0.008008, 0.009009, 0.01001, 0.011011, 0.012012, 0.013013, 0.014014, 0.015015, 0.016016, 0.017017, 0.018018, 0.019019, 0.02002, 0.021021, 0.022022, 0.023023,\n 0.024024, 0.025025, 0.026026, 0.027027, 0.028028, 0.029029, 0.03003, 0.031031, 0.032032, 0.033033, 0.034034, 0.035035, 0.036036, 0.037037, 0.038038, 0.039039, 0.04004, 0.041041, 0.042042, 0.043043, 0.044044, 0.045045, 0.046046, 0.047047,\n 0.048048, 0.049049, 0.05005, 0.051051, 0.052052, 0.053053, 0.054054, 0.055055, 0.056056, 0.057057, 0.058058, 0.059059, 0.06006, 0.061061, 0.062062, 0.063063, 0.064064, 0.065065, 0.066066, 0.067067, 0.068068, 0.069069, 0.07007, 0.071071,\n 0.072072, 0.073073, 0.074074, 0.075075, 0.076076, 0.077077, 0.078078, 0.079079, 0.08008, 0.081081, 0.082082, 0.083083, 0.084084, 0.085085, 0.086086, 0.087087, 0.088088, 0.089089, 0.09009, 0.091091, 0.092092, 0.093093, 0.094094, 0.095095,\n 0.096096, 0.097097, 0.098098, 0.099099, 0.1001, 0.1011, 0.1021, 0.1031, 0.1041, 0.10511, 0.10611, 0.10711, 0.10811, 0.10911, 0.11011, 0.11111, 0.11211, 0.11311, 0.11411, 0.11512, 0.11612, 0.11712, 0.11812, 0.11912,\n 0.12012, 0.12112, 0.12212, 0.12312, 0.12412, 0.12513, 0.12613, 0.12713, 0.12813, 0.12913, 0.13013, 0.13113, 0.13213, 0.13313, 0.13413, 0.13514, 0.13614, 0.13714, 0.13814, 0.13914, 0.14014, 0.14114, 0.14214, 0.14314,\n 0.14414, 0.14515, 0.14615, 0.14715, 0.14815, 0.14915, 0.15015, 0.15115, 0.15215, 0.15315, 0.15415, 0.15516, 0.15616, 0.15716, 0.15816, 0.15916, 0.16016, 0.16116, 0.16216, 0.16316, 0.16416, 0.16517, 0.16617, 0.16717,\n 0.16817, 0.16917, 0.17017, 0.17117, 0.17217, 0.17317, 0.17417, 0.17518, 0.17618, 0.17718, 0.17818, 0.17918, 0.18018, 0.18118, 0.18218, 0.18318, 0.18418, 0.18519, 0.18619, 0.18719, 0.18819, 0.18919, 0.19019, 0.19119,\n 0.19219, 0.19319, 0.19419, 0.1952, 0.1962, 0.1972, 0.1982, 0.1992, 0.2002, 0.2012, 0.2022, 0.2032, 0.2042, 0.20521, 0.20621, 0.20721, 0.20821, 0.20921, 0.21021, 0.21121, 0.21221, 0.21321, 0.21421, 0.21522,\n 0.21622, 0.21722, 0.21822, 0.21922, 0.22022, 0.22122, 0.22222, 0.22322, 0.22422, 0.22523, 0.22623, 0.22723, 0.22823, 0.22923, 0.23023, 0.23123, 0.23223, 0.23323, 0.23423, 0.23524, 0.23624, 0.23724, 0.23824, 0.23924,\n 0.24024, 0.24124, 0.24224, 0.24324, 0.24424, 0.24525, 0.24625, 0.24725, 0.24825, 0.24925, 0.25025, 0.25125, 0.25225, 0.25325, 0.25425, 0.25526, 0.25626, 0.25726, 0.25826, 0.25926, 0.26026, 0.26126, 0.26226, 0.26326,\n 0.26426, 0.26527, 0.26627, 0.26727, 0.26827, 0.26927, 0.27027, 0.27127, 0.27227, 0.27327, 0.27427, 0.27528, 0.27628, 0.27728, 0.27828, 0.27928, 0.28028, 0.28128, 0.28228, 0.28328, 0.28428, 0.28529, 0.28629, 0.28729,\n 0.28829, 0.28929, 0.29029, 0.29129, 0.29229, 0.29329, 0.29429, 0.2953, 0.2963, 0.2973, 0.2983, 0.2993, 0.3003, 0.3013, 0.3023, 0.3033, 0.3043, 0.30531, 0.30631, 0.30731, 0.30831, 0.30931, 0.31031, 0.31131,\n 0.31231, 0.31331, 0.31431, 0.31532, 0.31632, 0.31732, 0.31832, 0.31932, 0.32032, 0.32132, 0.32232, 0.32332, 0.32432, 0.32533, 0.32633, 0.32733, 0.32833, 0.32933, 0.33033, 0.33133, 0.33233, 0.33333, 0.33433, 0.33534,\n 0.33634, 0.33734, 0.33834, 0.33934, 0.34034, 0.34134, 0.34234, 0.34334, 0.34434, 0.34535, 0.34635, 0.34735, 0.34835, 0.34935, 0.35035, 0.35135, 0.35235, 0.35335, 0.35435, 0.35536, 0.35636, 0.35736, 0.35836, 0.35936,\n 0.36036, 0.36136, 0.36236, 0.36336, 0.36436, 0.36537, 0.36637, 0.36737, 0.36837, 0.36937, 0.37037, 0.37137, 0.37237, 0.37337, 0.37437, 0.37538, 0.37638, 0.37738, 0.37838, 0.37938, 0.38038, 0.38138, 0.38238, 0.38338,\n 0.38438, 0.38539, 0.38639, 0.38739, 0.38839, 0.38939, 0.39039, 0.39139, 0.39239, 0.39339, 0.39439, 0.3954, 0.3964, 0.3974, 0.3984, 0.3994, 0.4004, 0.4014, 0.4024, 0.4034, 0.4044, 0.40541, 0.40641, 0.40741,\n 0.40841, 0.40941, 0.41041, 0.41141, 0.41241, 0.41341, 0.41441, 0.41542, 0.41642, 0.41742, 0.41842, 0.41942, 0.42042, 0.42142, 0.42242, 0.42342, 0.42442, 0.42543, 0.42643, 0.42743, 0.42843, 0.42943, 0.43043, 0.43143,\n 0.43243, 0.43343, 0.43443, 0.43544, 0.43644, 0.43744, 0.43844, 0.43944, 0.44044, 0.44144, 0.44244, 0.44344, 0.44444, 0.44545, 0.44645, 0.44745, 0.44845, 0.44945, 0.45045, 0.45145, 0.45245, 0.45345, 0.45445, 0.45546,\n 0.45646, 0.45746, 0.45846, 0.45946, 0.46046, 0.46146, 0.46246, 0.46346, 0.46446, 0.46547, 0.46647, 0.46747, 0.46847, 0.46947, 0.47047, 0.47147, 0.47247, 0.47347, 0.47447, 0.47548, 0.47648, 0.47748, 0.47848, 0.47948,\n 0.48048, 0.48148, 0.48248, 0.48348, 0.48448, 0.48549, 0.48649, 0.48749, 0.48849, 0.48949, 0.49049, 0.49149, 0.49249, 0.49349, 0.49449, 0.4955, 0.4965, 0.4975, 0.4985, 0.4995, 0.5005, 0.5015, 0.5025, 0.5035,\n 0.5045, 0.50551, 0.50651, 0.50751, 0.50851, 0.50951, 0.51051, 0.51151, 0.51251, 0.51351, 0.51451, 0.51552, 0.51652, 0.51752, 0.51852, 0.51952, 0.52052, 0.52152, 0.52252, 0.52352, 0.52452, 0.52553, 0.52653, 0.52753,\n 0.52853, 0.52953, 0.53053, 0.53153, 0.53253, 0.53353, 0.53453, 0.53554, 0.53654, 0.53754, 0.53854, 0.53954, 0.54054, 0.54154, 0.54254, 0.54354, 0.54454, 0.54555, 0.54655, 0.54755, 0.54855, 0.54955, 0.55055, 0.55155,\n 0.55255, 0.55355, 0.55455, 0.55556, 0.55656, 0.55756, 0.55856, 0.55956, 0.56056, 0.56156, 0.56256, 0.56356, 0.56456, 0.56557, 0.56657, 0.56757, 0.56857, 0.56957, 0.57057, 0.57157, 0.57257, 0.57357, 0.57457, 0.57558,\n 0.57658, 0.57758, 0.57858, 0.57958, 0.58058, 0.58158, 0.58258, 0.58358, 0.58458, 0.58559, 0.58659, 0.58759, 0.58859, 0.58959, 0.59059, 0.59159, 0.59259, 0.59359, 0.59459, 0.5956, 0.5966, 0.5976, 0.5986, 0.5996,\n 0.6006, 0.6016, 0.6026, 0.6036, 0.6046, 0.60561, 0.60661, 0.60761, 0.60861, 0.60961, 0.61061, 0.61161, 0.61261, 0.61361, 0.61461, 0.61562, 0.61662, 0.61762, 0.61862, 0.61962, 0.62062, 0.62162, 0.62262, 0.62362,\n 0.62462, 0.62563, 0.62663, 0.62763, 0.62863, 0.62963, 0.63063, 0.63163, 0.63263, 0.63363, 0.63463, 0.63564, 0.63664, 0.63764, 0.63864, 0.63964, 0.64064, 0.64164, 0.64264, 0.64364, 0.64464, 0.64565, 0.64665, 0.64765,\n 0.64865, 0.64965, 0.65065, 0.65165, 0.65265, 0.65365, 0.65465, 0.65566, 0.65666, 0.65766, 0.65866, 0.65966, 0.66066, 0.66166, 0.66266, 0.66366, 0.66466, 0.66567, 0.66667, 0.66767, 0.66867, 0.66967, 0.67067, 0.67167,\n 0.67267, 0.67367, 0.67467, 0.67568, 0.67668, 0.67768, 0.67868, 0.67968, 0.68068, 0.68168, 0.68268, 0.68368, 0.68468, 0.68569, 0.68669, 0.68769, 0.68869, 0.68969, 0.69069, 0.69169, 0.69269, 0.69369, 0.69469, 0.6957,\n 0.6967, 0.6977, 0.6987, 0.6997, 0.7007, 0.7017, 0.7027, 0.7037, 0.7047, 0.70571, 0.70671, 0.70771, 0.70871, 0.70971, 0.71071, 0.71171, 0.71271, 0.71371, 0.71471, 0.71572, 0.71672, 0.71772, 0.71872, 0.71972,\n 0.72072, 0.72172, 0.72272, 0.72372, 0.72472, 0.72573, 0.72673, 0.72773, 0.72873, 0.72973, 0.73073, 0.73173, 0.73273, 0.73373, 0.73473, 0.73574, 0.73674, 0.73774, 0.73874, 0.73974, 0.74074, 0.74174, 0.74274, 0.74374,\n 0.74474, 0.74575, 0.74675, 0.74775, 0.74875, 0.74975, 0.75075, 0.75175, 0.75275, 0.75375, 0.75475, 0.75576, 0.75676, 0.75776, 0.75876, 0.75976, 0.76076, 0.76176, 0.76276, 0.76376, 0.76476, 0.76577, 0.76677, 0.76777,\n 0.76877, 0.76977, 0.77077, 0.77177, 0.77277, 0.77377, 0.77477, 0.77578, 0.77678, 0.77778, 0.77878, 0.77978, 0.78078, 0.78178, 0.78278, 0.78378, 0.78478, 0.78579, 0.78679, 0.78779, 0.78879, 0.78979, 0.79079, 0.79179,\n 0.79279, 0.79379, 0.79479, 0.7958, 0.7968, 0.7978, 0.7988, 0.7998, 0.8008, 0.8018, 0.8028, 0.8038, 0.8048, 0.80581, 0.80681, 0.80781, 0.80881, 0.80981, 0.81081, 0.81181, 0.81281, 0.81381, 0.81481, 0.81582,\n 0.81682, 0.81782, 0.81882, 0.81982, 0.82082, 0.82182, 0.82282, 0.82382, 0.82482, 0.82583, 0.82683, 0.82783, 0.82883, 0.82983, 0.83083, 0.83183, 0.83283, 0.83383, 0.83483, 0.83584, 0.83684, 0.83784, 0.83884, 0.83984,\n 0.84084, 0.84184, 0.84284, 0.84384, 0.84484, 0.84585, 0.84685, 0.84785, 0.84885, 0.84985, 0.85085, 0.85185, 0.85285, 0.85385, 0.85485, 0.85586, 0.85686, 0.85786, 0.85886, 0.85986, 0.86086, 0.86186, 0.86286, 0.86386,\n 0.86486, 0.86587, 0.86687, 0.86787, 0.86887, 0.86987, 0.87087, 0.87187, 0.87287, 0.87387, 0.87487, 0.87588, 0.87688, 0.87788, 0.87888, 0.87988, 0.88088, 0.88188, 0.88288, 0.88388, 0.88488, 0.88589, 0.88689, 0.88789,\n 0.88889, 0.88989, 0.89089, 0.89189, 0.89289, 0.89389, 0.89489, 0.8959, 0.8969, 0.8979, 0.8989, 0.8999, 0.9009, 0.9019, 0.9029, 0.9039, 0.9049, 0.90591, 0.90691, 0.90791, 0.90891, 0.90991, 0.91091, 0.91191,\n 0.91291, 0.91391, 0.91491, 0.91592, 0.91692, 0.91792, 0.91892, 0.91992, 0.92092, 0.92192, 0.92292, 0.92392, 0.92492, 0.92593, 0.92693, 0.92793, 0.92893, 0.92993, 0.93093, 0.93193, 0.93293, 0.93393, 0.93493, 0.93594,\n 0.93694, 0.93794, 0.93894, 0.93994, 0.94094, 0.94194, 0.94294, 0.94394, 0.94494, 0.94595, 0.94695, 0.94795, 0.94895, 0.94995, 0.95095, 0.95195, 0.95295, 0.95395, 0.95495, 0.95596, 0.95696, 0.95796, 0.95896, 0.95996,\n 0.96096, 0.96196, 0.96296, 0.96396, 0.96496, 0.96597, 0.96697, 0.96797, 0.96897, 0.96997, 0.97097, 0.97197, 0.97297, 0.97397, 0.97497, 0.97598, 0.97698, 0.97798, 0.97898, 0.97998, 0.98098, 0.98198, 0.98298, 0.98398,\n 0.98498, 0.98599, 0.98699, 0.98799, 0.98899, 0.98999, 0.99099, 0.99199, 0.99299, 0.99399, 0.99499, 0.996, 0.997, 0.998, 0.999, 1]), array([[ 0.0028204, 0.012007, 0.043473, ..., 1, 1, 1],\n [ 0.0093328, 0.035091, 0.095103, ..., 1, 1, 1],\n [ 0.014321, 0.038584, 0.095744, ..., 1, 1, 1]]), 'Confidence', 'Precision'], [array([ 0, 0.001001, 0.002002, 0.003003, 0.004004, 0.005005, 0.006006, 0.007007, 0.008008, 0.009009, 0.01001, 0.011011, 0.012012, 0.013013, 0.014014, 0.015015, 0.016016, 0.017017, 0.018018, 0.019019, 0.02002, 0.021021, 0.022022, 0.023023,\n 0.024024, 0.025025, 0.026026, 0.027027, 0.028028, 0.029029, 0.03003, 0.031031, 0.032032, 0.033033, 0.034034, 0.035035, 0.036036, 0.037037, 0.038038, 0.039039, 0.04004, 0.041041, 0.042042, 0.043043, 0.044044, 0.045045, 0.046046, 0.047047,\n 0.048048, 0.049049, 0.05005, 0.051051, 0.052052, 0.053053, 0.054054, 0.055055, 0.056056, 0.057057, 0.058058, 0.059059, 0.06006, 0.061061, 0.062062, 0.063063, 0.064064, 0.065065, 0.066066, 0.067067, 0.068068, 0.069069, 0.07007, 0.071071,\n 0.072072, 0.073073, 0.074074, 0.075075, 0.076076, 0.077077, 0.078078, 0.079079, 0.08008, 0.081081, 0.082082, 0.083083, 0.084084, 0.085085, 0.086086, 0.087087, 0.088088, 0.089089, 0.09009, 0.091091, 0.092092, 0.093093, 0.094094, 0.095095,\n 0.096096, 0.097097, 0.098098, 0.099099, 0.1001, 0.1011, 0.1021, 0.1031, 0.1041, 0.10511, 0.10611, 0.10711, 0.10811, 0.10911, 0.11011, 0.11111, 0.11211, 0.11311, 0.11411, 0.11512, 0.11612, 0.11712, 0.11812, 0.11912,\n 0.12012, 0.12112, 0.12212, 0.12312, 0.12412, 0.12513, 0.12613, 0.12713, 0.12813, 0.12913, 0.13013, 0.13113, 0.13213, 0.13313, 0.13413, 0.13514, 0.13614, 0.13714, 0.13814, 0.13914, 0.14014, 0.14114, 0.14214, 0.14314,\n 0.14414, 0.14515, 0.14615, 0.14715, 0.14815, 0.14915, 0.15015, 0.15115, 0.15215, 0.15315, 0.15415, 0.15516, 0.15616, 0.15716, 0.15816, 0.15916, 0.16016, 0.16116, 0.16216, 0.16316, 0.16416, 0.16517, 0.16617, 0.16717,\n 0.16817, 0.16917, 0.17017, 0.17117, 0.17217, 0.17317, 0.17417, 0.17518, 0.17618, 0.17718, 0.17818, 0.17918, 0.18018, 0.18118, 0.18218, 0.18318, 0.18418, 0.18519, 0.18619, 0.18719, 0.18819, 0.18919, 0.19019, 0.19119,\n 0.19219, 0.19319, 0.19419, 0.1952, 0.1962, 0.1972, 0.1982, 0.1992, 0.2002, 0.2012, 0.2022, 0.2032, 0.2042, 0.20521, 0.20621, 0.20721, 0.20821, 0.20921, 0.21021, 0.21121, 0.21221, 0.21321, 0.21421, 0.21522,\n 0.21622, 0.21722, 0.21822, 0.21922, 0.22022, 0.22122, 0.22222, 0.22322, 0.22422, 0.22523, 0.22623, 0.22723, 0.22823, 0.22923, 0.23023, 0.23123, 0.23223, 0.23323, 0.23423, 0.23524, 0.23624, 0.23724, 0.23824, 0.23924,\n 0.24024, 0.24124, 0.24224, 0.24324, 0.24424, 0.24525, 0.24625, 0.24725, 0.24825, 0.24925, 0.25025, 0.25125, 0.25225, 0.25325, 0.25425, 0.25526, 0.25626, 0.25726, 0.25826, 0.25926, 0.26026, 0.26126, 0.26226, 0.26326,\n 0.26426, 0.26527, 0.26627, 0.26727, 0.26827, 0.26927, 0.27027, 0.27127, 0.27227, 0.27327, 0.27427, 0.27528, 0.27628, 0.27728, 0.27828, 0.27928, 0.28028, 0.28128, 0.28228, 0.28328, 0.28428, 0.28529, 0.28629, 0.28729,\n 0.28829, 0.28929, 0.29029, 0.29129, 0.29229, 0.29329, 0.29429, 0.2953, 0.2963, 0.2973, 0.2983, 0.2993, 0.3003, 0.3013, 0.3023, 0.3033, 0.3043, 0.30531, 0.30631, 0.30731, 0.30831, 0.30931, 0.31031, 0.31131,\n 0.31231, 0.31331, 0.31431, 0.31532, 0.31632, 0.31732, 0.31832, 0.31932, 0.32032, 0.32132, 0.32232, 0.32332, 0.32432, 0.32533, 0.32633, 0.32733, 0.32833, 0.32933, 0.33033, 0.33133, 0.33233, 0.33333, 0.33433, 0.33534,\n 0.33634, 0.33734, 0.33834, 0.33934, 0.34034, 0.34134, 0.34234, 0.34334, 0.34434, 0.34535, 0.34635, 0.34735, 0.34835, 0.34935, 0.35035, 0.35135, 0.35235, 0.35335, 0.35435, 0.35536, 0.35636, 0.35736, 0.35836, 0.35936,\n 0.36036, 0.36136, 0.36236, 0.36336, 0.36436, 0.36537, 0.36637, 0.36737, 0.36837, 0.36937, 0.37037, 0.37137, 0.37237, 0.37337, 0.37437, 0.37538, 0.37638, 0.37738, 0.37838, 0.37938, 0.38038, 0.38138, 0.38238, 0.38338,\n 0.38438, 0.38539, 0.38639, 0.38739, 0.38839, 0.38939, 0.39039, 0.39139, 0.39239, 0.39339, 0.39439, 0.3954, 0.3964, 0.3974, 0.3984, 0.3994, 0.4004, 0.4014, 0.4024, 0.4034, 0.4044, 0.40541, 0.40641, 0.40741,\n 0.40841, 0.40941, 0.41041, 0.41141, 0.41241, 0.41341, 0.41441, 0.41542, 0.41642, 0.41742, 0.41842, 0.41942, 0.42042, 0.42142, 0.42242, 0.42342, 0.42442, 0.42543, 0.42643, 0.42743, 0.42843, 0.42943, 0.43043, 0.43143,\n 0.43243, 0.43343, 0.43443, 0.43544, 0.43644, 0.43744, 0.43844, 0.43944, 0.44044, 0.44144, 0.44244, 0.44344, 0.44444, 0.44545, 0.44645, 0.44745, 0.44845, 0.44945, 0.45045, 0.45145, 0.45245, 0.45345, 0.45445, 0.45546,\n 0.45646, 0.45746, 0.45846, 0.45946, 0.46046, 0.46146, 0.46246, 0.46346, 0.46446, 0.46547, 0.46647, 0.46747, 0.46847, 0.46947, 0.47047, 0.47147, 0.47247, 0.47347, 0.47447, 0.47548, 0.47648, 0.47748, 0.47848, 0.47948,\n 0.48048, 0.48148, 0.48248, 0.48348, 0.48448, 0.48549, 0.48649, 0.48749, 0.48849, 0.48949, 0.49049, 0.49149, 0.49249, 0.49349, 0.49449, 0.4955, 0.4965, 0.4975, 0.4985, 0.4995, 0.5005, 0.5015, 0.5025, 0.5035,\n 0.5045, 0.50551, 0.50651, 0.50751, 0.50851, 0.50951, 0.51051, 0.51151, 0.51251, 0.51351, 0.51451, 0.51552, 0.51652, 0.51752, 0.51852, 0.51952, 0.52052, 0.52152, 0.52252, 0.52352, 0.52452, 0.52553, 0.52653, 0.52753,\n 0.52853, 0.52953, 0.53053, 0.53153, 0.53253, 0.53353, 0.53453, 0.53554, 0.53654, 0.53754, 0.53854, 0.53954, 0.54054, 0.54154, 0.54254, 0.54354, 0.54454, 0.54555, 0.54655, 0.54755, 0.54855, 0.54955, 0.55055, 0.55155,\n 0.55255, 0.55355, 0.55455, 0.55556, 0.55656, 0.55756, 0.55856, 0.55956, 0.56056, 0.56156, 0.56256, 0.56356, 0.56456, 0.56557, 0.56657, 0.56757, 0.56857, 0.56957, 0.57057, 0.57157, 0.57257, 0.57357, 0.57457, 0.57558,\n 0.57658, 0.57758, 0.57858, 0.57958, 0.58058, 0.58158, 0.58258, 0.58358, 0.58458, 0.58559, 0.58659, 0.58759, 0.58859, 0.58959, 0.59059, 0.59159, 0.59259, 0.59359, 0.59459, 0.5956, 0.5966, 0.5976, 0.5986, 0.5996,\n 0.6006, 0.6016, 0.6026, 0.6036, 0.6046, 0.60561, 0.60661, 0.60761, 0.60861, 0.60961, 0.61061, 0.61161, 0.61261, 0.61361, 0.61461, 0.61562, 0.61662, 0.61762, 0.61862, 0.61962, 0.62062, 0.62162, 0.62262, 0.62362,\n 0.62462, 0.62563, 0.62663, 0.62763, 0.62863, 0.62963, 0.63063, 0.63163, 0.63263, 0.63363, 0.63463, 0.63564, 0.63664, 0.63764, 0.63864, 0.63964, 0.64064, 0.64164, 0.64264, 0.64364, 0.64464, 0.64565, 0.64665, 0.64765,\n 0.64865, 0.64965, 0.65065, 0.65165, 0.65265, 0.65365, 0.65465, 0.65566, 0.65666, 0.65766, 0.65866, 0.65966, 0.66066, 0.66166, 0.66266, 0.66366, 0.66466, 0.66567, 0.66667, 0.66767, 0.66867, 0.66967, 0.67067, 0.67167,\n 0.67267, 0.67367, 0.67467, 0.67568, 0.67668, 0.67768, 0.67868, 0.67968, 0.68068, 0.68168, 0.68268, 0.68368, 0.68468, 0.68569, 0.68669, 0.68769, 0.68869, 0.68969, 0.69069, 0.69169, 0.69269, 0.69369, 0.69469, 0.6957,\n 0.6967, 0.6977, 0.6987, 0.6997, 0.7007, 0.7017, 0.7027, 0.7037, 0.7047, 0.70571, 0.70671, 0.70771, 0.70871, 0.70971, 0.71071, 0.71171, 0.71271, 0.71371, 0.71471, 0.71572, 0.71672, 0.71772, 0.71872, 0.71972,\n 0.72072, 0.72172, 0.72272, 0.72372, 0.72472, 0.72573, 0.72673, 0.72773, 0.72873, 0.72973, 0.73073, 0.73173, 0.73273, 0.73373, 0.73473, 0.73574, 0.73674, 0.73774, 0.73874, 0.73974, 0.74074, 0.74174, 0.74274, 0.74374,\n 0.74474, 0.74575, 0.74675, 0.74775, 0.74875, 0.74975, 0.75075, 0.75175, 0.75275, 0.75375, 0.75475, 0.75576, 0.75676, 0.75776, 0.75876, 0.75976, 0.76076, 0.76176, 0.76276, 0.76376, 0.76476, 0.76577, 0.76677, 0.76777,\n 0.76877, 0.76977, 0.77077, 0.77177, 0.77277, 0.77377, 0.77477, 0.77578, 0.77678, 0.77778, 0.77878, 0.77978, 0.78078, 0.78178, 0.78278, 0.78378, 0.78478, 0.78579, 0.78679, 0.78779, 0.78879, 0.78979, 0.79079, 0.79179,\n 0.79279, 0.79379, 0.79479, 0.7958, 0.7968, 0.7978, 0.7988, 0.7998, 0.8008, 0.8018, 0.8028, 0.8038, 0.8048, 0.80581, 0.80681, 0.80781, 0.80881, 0.80981, 0.81081, 0.81181, 0.81281, 0.81381, 0.81481, 0.81582,\n 0.81682, 0.81782, 0.81882, 0.81982, 0.82082, 0.82182, 0.82282, 0.82382, 0.82482, 0.82583, 0.82683, 0.82783, 0.82883, 0.82983, 0.83083, 0.83183, 0.83283, 0.83383, 0.83483, 0.83584, 0.83684, 0.83784, 0.83884, 0.83984,\n 0.84084, 0.84184, 0.84284, 0.84384, 0.84484, 0.84585, 0.84685, 0.84785, 0.84885, 0.84985, 0.85085, 0.85185, 0.85285, 0.85385, 0.85485, 0.85586, 0.85686, 0.85786, 0.85886, 0.85986, 0.86086, 0.86186, 0.86286, 0.86386,\n 0.86486, 0.86587, 0.86687, 0.86787, 0.86887, 0.86987, 0.87087, 0.87187, 0.87287, 0.87387, 0.87487, 0.87588, 0.87688, 0.87788, 0.87888, 0.87988, 0.88088, 0.88188, 0.88288, 0.88388, 0.88488, 0.88589, 0.88689, 0.88789,\n 0.88889, 0.88989, 0.89089, 0.89189, 0.89289, 0.89389, 0.89489, 0.8959, 0.8969, 0.8979, 0.8989, 0.8999, 0.9009, 0.9019, 0.9029, 0.9039, 0.9049, 0.90591, 0.90691, 0.90791, 0.90891, 0.90991, 0.91091, 0.91191,\n 0.91291, 0.91391, 0.91491, 0.91592, 0.91692, 0.91792, 0.91892, 0.91992, 0.92092, 0.92192, 0.92292, 0.92392, 0.92492, 0.92593, 0.92693, 0.92793, 0.92893, 0.92993, 0.93093, 0.93193, 0.93293, 0.93393, 0.93493, 0.93594,\n 0.93694, 0.93794, 0.93894, 0.93994, 0.94094, 0.94194, 0.94294, 0.94394, 0.94494, 0.94595, 0.94695, 0.94795, 0.94895, 0.94995, 0.95095, 0.95195, 0.95295, 0.95395, 0.95495, 0.95596, 0.95696, 0.95796, 0.95896, 0.95996,\n 0.96096, 0.96196, 0.96296, 0.96396, 0.96496, 0.96597, 0.96697, 0.96797, 0.96897, 0.96997, 0.97097, 0.97197, 0.97297, 0.97397, 0.97497, 0.97598, 0.97698, 0.97798, 0.97898, 0.97998, 0.98098, 0.98198, 0.98298, 0.98398,\n 0.98498, 0.98599, 0.98699, 0.98799, 0.98899, 0.98999, 0.99099, 0.99199, 0.99299, 0.99399, 0.99499, 0.996, 0.997, 0.998, 0.999, 1]), array([[ 1, 1, 0.9375, ..., 0, 0, 0],\n [ 0.99383, 0.99383, 0.99383, ..., 0, 0, 0],\n [ 0.98592, 0.97887, 0.97887, ..., 0, 0, 0]]), 'Confidence', 'Recall']]\nfitness: 0.40368431367655666\nkeys: ['metrics/precision(B)', 'metrics/recall(B)', 'metrics/mAP50(B)', 'metrics/mAP50-95(B)']\nmaps: array([ 0.22248, 0.43866, 0.45123])\nnames: {0: 'head', 1: 'helmet', 2: 'person'}\nplot: True\nresults_dict: {'metrics/precision(B)': 0.8047640445725829, 'metrics/recall(B)': 0.5642493574986537, 'metrics/mAP50(B)': 0.6997123275813625, 'metrics/mAP50-95(B)': 0.3707923121315782, 'fitness': 0.40368431367655666}\nsave_dir: PosixPath('/kaggle/working/yolov10/runs/detect/val')\nspeed: {'preprocess': 2.209061876349493, 'inference': 4.655695836478418, 'loss': 0.0012467760558522076, 'postprocess': 0.05721389700513367}\ntask: 'detect'"},"metadata":{}}]},{"cell_type":"markdown","source":"### Display detected image","metadata":{}},{"cell_type":"code","source":"Image(filename='/kaggle/working/yolov10/runs/detect/val/val_batch0_labels.jpg', height=600)","metadata":{"execution":{"iopub.status.busy":"2024-06-26T15:43:43.173839Z","iopub.execute_input":"2024-06-26T15:43:43.174274Z","iopub.status.idle":"2024-06-26T15:43:43.193800Z","shell.execute_reply.started":"2024-06-26T15:43:43.174238Z","shell.execute_reply":"2024-06-26T15:43:43.192889Z"},"trusted":true},"execution_count":14,"outputs":[{"execution_count":14,"output_type":"execute_result","data":{"image/jpeg":"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Confusion matrix","metadata":{}},{"cell_type":"code","source":"Image(filename='/kaggle/working/yolov10/runs/detect/val/confusion_matrix.png', 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\ No newline at end of file diff --git a/Module_1/YOLOv10_project/project_requirements.txt b/Module_1/YOLOv10_project/project_requirements.txt new file mode 100644 index 00000000..9f03250e --- /dev/null +++ b/Module_1/YOLOv10_project/project_requirements.txt @@ -0,0 +1,17 @@ +torch==2.0.1 +torchvision==0.15.2 +onnx==1.14.0 +onnxruntime==1.15.1 +pycocotools==2.0.7 +PyYAML==6.0.1 +scipy==1.13.0 +onnxsim==0.4.36 +onnxruntime-gpu==1.18.0 +gradio==4.31.5 +opencv-python==4.9.0.80 +psutil==5.9.8 +py-cpuinfo==9.0.0 +huggingface-hub==0.23.2 +safetensors==0.4.3 +streamlit +ultralytics \ No newline at end of file diff --git a/Module_1/YOLOv10_project/yolov10 b/Module_1/YOLOv10_project/yolov10 new file mode 160000 index 00000000..aad320dd --- /dev/null +++ b/Module_1/YOLOv10_project/yolov10 @@ -0,0 +1 @@ +Subproject commit aad320dd80b56694e590c950b25060a134966496 diff --git a/Week_2/P1_data.txt b/Week_2/P1_data.txt deleted file mode 100644 index bfcb0370..00000000 --- a/Week_2/P1_data.txt +++ /dev/null @@ -1,10 +0,0 @@ -He who conquers himself is the mightiest warrior -Try not to become a man of success but rather become a man of value -One man with courage makes a majority -One secret of success in life is for a man to be ready for his opportunity when it comes -The successful man will profit from his mistakes and try again in a different way -A successful man is one who can lay a firm foundation with the bricks others have thrown at him -Success usually comes to those who are too busy looking for it -We cannot solve problems with the kind of thinking we employed when we came up with them -Just one small positive thought in the morning can change your whole day -You can get everything in life you want if you will just help enough other people get what they want \ No newline at end of file diff --git a/Week_2/count_chars.py b/Week_2/count_chars.py deleted file mode 100644 index 65c33401..00000000 --- a/Week_2/count_chars.py +++ /dev/null @@ -1,23 +0,0 @@ -"""This module define function for AIO2024 Module 1 week 2 exercise.""" -from typing import Dict -#Dictionary in python is a hashmap. Hashmap is a array contain key and value, import for convinience - -def count_chars(words : str) -> Dict[str, int]: - """Count chars in a string - - Args: - words (str): input string - - Returns: - Dict[str, int]: dictionary of each char and number of apperance - """ - char_dict: Dict[str, int] = {} # {char : number of apperance} - for char in range(len(words)): - char_dict[words[char]] = 1 + char_dict.get(words[char],0) - #char_dict[words[char]]: key of char_dict is a character in words - #char_dict.get(words[char],0): using .get method to retrieve key which is char if exist,else 0 - print(char_dict) - return char_dict - -STRING = 'Happiness' -count_chars(STRING) diff --git a/Week_2/levenshtein.py b/Week_2/levenshtein.py deleted file mode 100644 index c219f4a9..00000000 --- a/Week_2/levenshtein.py +++ /dev/null @@ -1,44 +0,0 @@ -"""This module define function for AIO2024 Module 1 week 2 exercise.""" -def leveshtein(word1 : str, word2: str) -> float: - """Calculate leveshtein distance - - Args: - word1 (str): Source word - word2 (str): Target word - - Returns: - int: Minimum distance - """ - len_word1 = len(word1) - len_word2 = len(word2) - #create matrix with len_word1 + 1 row and len_word2 col + 1 - matrix = [[float('inf')] * (len_word2 + 1) for _ in range(len_word1 + 1)] - #insantiate 1st row and col value of matrix - for i in range(len_word1 + 1): - matrix[i][0] = i - #iterate through len_word1, append i to each row index - for j in range(len_word2 + 1): - matrix[0][j] = j - #iterate through len_word2, append j to each row index - # -> create the i col with value ranging from 0 -> len_word1 - # -> create the j col with value ranging from 0 -> len_word2 - #Fill the matrix - for i in range(1,len_word1 + 1): - for j in range(1,len_word2 + 1): -#iterate through every element of matrix, skipping the 1st row and cal which has been filled - if word1[i - 1] == word2[j - 1]: # - matrix[i][j] = matrix[i-1][j-1] -#the element of matrix gain the previous value from its main diagonal - else: - matrix[i][j] = 1 + min(matrix[i -1][j-1],matrix[i-1][j],matrix[i][j-1]) -# Consider 1 of 3 operations, this lead to +1 in value of the element -# replace: i -1, j-1 cause 2 pointers decrese by 1 if matched to examine next case, len dont change -# addiction: i-1,j : the current pointer in word1 is decrese by one due to adding a char -# delete i,j-1 : if delete, the current pointer is increase by 1, len dont change - print(matrix) - print(matrix[-1][-1]) - # return the last value of the main diagonal cause it's the shortest path - return matrix[-1][-1] - -leveshtein('abc','cda') - diff --git a/Week_2/multiple_choice_week2.ipynb b/Week_2/multiple_choice_week2.ipynb deleted file mode 100644 index a73b3f75..00000000 --- a/Week_2/multiple_choice_week2.ipynb +++ /dev/null @@ -1,607 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 55, - "metadata": {}, - "outputs": [], - "source": [ - "from levenshtein import leveshtein\n", - "from sliding_window import sliding_window\n", - "from word_count import word_count\n", - "from count_chars import count_chars" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 1" - ] - }, - { - "cell_type": "code", - "execution_count": 56, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[5, 5, 5, 5, 10, 12, 33, 33]\n" - ] - }, - { - "data": { - "text/plain": [ - "[5, 5, 5, 5, 10, 12, 33, 33]" - ] - }, - "execution_count": 56, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "num_list = [3, 4, 5, 1, -44, 5, 10, 12, 33, 1]\n", - "k = 3\n", - "sliding_window(num_list, k)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 2" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'s': 2, 'm': 1, 'i': 1, 'l': 1, 'e': 1}\n" - ] - }, - { - "data": { - "text/plain": [ - "{'s': 2, 'm': 1, 'i': 1, 'l': 1, 'e': 1}" - ] - }, - "execution_count": 57, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "word = 'smiles'\n", - "count_chars(word)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 3" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "6" - ] - }, - "execution_count": 58, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "file = '/Users/microwave/AIO_2024/Week_2/P1_data.txt'\n", - "result = word_count(file)\n", - "result['man']" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 4" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[[0, 1, 2, 3, 4, 5], [1, 0, 1, 2, 3, 4], [2, 1, 1, 2, 3, 3], [3, 2, 2, 1, 2, 3], [4, 3, 3, 2, 2, 3]]\n", - "3\n" - ] - }, - { - "data": { - "text/plain": [ - "3" - ] - }, - "execution_count": 59, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "leveshtein('hola', 'hello')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 5" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'True'" - ] - }, - "execution_count": 60, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "def check_the_number(n: int) -> str:\n", - " list_of_numbers: list[int] = []\n", - " result = \"\"\n", - " for i in range(1, 5):\n", - " list_of_numbers.append(i)\n", - " if n in list_of_numbers:\n", - " result = \"True\"\n", - " if n not in list_of_numbers:\n", - " result = \"False\"\n", - " return result\n", - "\n", - "\n", - "check_the_number(2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 6" - ] - }, - { - "cell_type": "code", - "execution_count": 61, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2, 2, 2, 1, 1]\n" - ] - } - ], - "source": [ - "def my_function(data: list[int], max: int, min: int) -> list[int]:\n", - " result = []\n", - " for i in data:\n", - " if i < min:\n", - " result.append(min)\n", - " elif i > max:\n", - " result.append(max)\n", - " else:\n", - " result.append(i)\n", - " return result\n", - "\n", - "\n", - "my_list = [10, 2, 5, 0, 1]\n", - "max_a = 2\n", - "min_a = 1\n", - "print(my_function(my_list, max_a, min_a))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 7" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[1, 2, 3, 4, 0, 0]\n" - ] - } - ], - "source": [ - "def my_function(x, y):\n", - " x.extend(y)\n", - " return x\n", - "\n", - "\n", - "list_num1 = [1, 2]\n", - "list_num2 = [3, 4]\n", - "list_num3 = [0, 0]\n", - "\n", - "print(my_function(list_num1, (my_function(list_num2, list_num3))))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 8" - ] - }, - { - "cell_type": "code", - "execution_count": 63, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "-1" - ] - }, - "execution_count": 63, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# not using python built-in min, using brute force approach\n", - "def my_function(n):\n", - " value = n[0]\n", - " for i in range(len(n)):\n", - " if n[i] < value:\n", - " value = n[i]\n", - " return value\n", - "\n", - "\n", - "my_list = [1, 2, 3, -1]\n", - "my_function(my_list)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 9" - ] - }, - { - "cell_type": "code", - "execution_count": 64, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "9" - ] - }, - "execution_count": 64, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "def my_function(n):\n", - " value = n[0]\n", - " for i in range(len(n)):\n", - " if n[i] > value:\n", - " value = n[i]\n", - " return value\n", - "\n", - "\n", - "my_list = [1, 9, 9, 0]\n", - "my_function(my_list)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Excercise 10" - ] - }, - { - "cell_type": "code", - "execution_count": 65, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[False, True, False, False]" - ] - }, - "execution_count": 65, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "def my_function(nums, value=1):\n", - " comparision = []\n", - " for i in range(len(nums)):\n", - " if nums[i] == value:\n", - " comparision.append(True)\n", - " else:\n", - " comparision.append(False)\n", - " return comparision\n", - "\n", - "\n", - "my_list = [1, 2, 3, 4]\n", - "my_function(my_list, 2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Excercise 11" - ] - }, - { - "cell_type": "code", - "execution_count": 66, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1.0\n" - ] - } - ], - "source": [ - "def my_function(nums=[0, 1, 2]): # type: ignore\n", - " var = 0\n", - " for i in nums: # type: ignore # type: ignore\n", - " var += i # type: ignore # type: ignore\n", - " mean = var / len(nums) # type: ignore # type: ignore\n", - " return mean # type: ignore # type: ignore\n", - "\n", - "\n", - "print(my_function())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 12" - ] - }, - { - "cell_type": "code", - "execution_count": 74, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[3, 6]" - ] - }, - "execution_count": 74, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# pylint: disable=all\n", - "def my_function(data): # type: ignore # type: ignore\n", - " var = []\n", - " for i in data: # type: ignore\n", - " if i % 3 == 0:\n", - " var.append(i)\n", - " return var\n", - "\n", - "\n", - "my_function([1, 2, 3, 5, 6])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 13" - ] - }, - { - "cell_type": "code", - "execution_count": 68, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "24\n" - ] - } - ], - "source": [ - "def my_function(y):\n", - " var = 1\n", - " while y > 1:\n", - " var *= y\n", - " y -= 1\n", - " return var\n", - "\n", - "\n", - "print(my_function(4))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Excercise 14" - ] - }, - { - "cell_type": "code", - "execution_count": 69, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tocirpa\n" - ] - } - ], - "source": [ - "def my_function(x):\n", - " left, right = 0, len(x) - 1\n", - " x_list = list(x)\n", - " while left < right:\n", - " x_list[left], x_list[right] = x_list[right], x_list[left]\n", - " left += 1\n", - " right -= 1\n", - " return ''.join(x_list)\n", - "\n", - "\n", - "print(my_function('apricot'))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Excercise 15" - ] - }, - { - "cell_type": "code", - "execution_count": 70, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[['T'], ['T'], ['T'], ['N']]\n" - ] - } - ], - "source": [ - "def function_helper(x):\n", - " solution = []\n", - " if x > 0:\n", - " solution.append('T')\n", - " else:\n", - " solution.append(\"N\")\n", - " return solution\n", - "\n", - "\n", - "def my_function(data): # type: ignore\n", - " res = [function_helper(x) for x in data]\n", - " return res # type: ignore # type: ignore\n", - "\n", - "\n", - "data = [2, 3, 5, -1]\n", - "print(my_function(data))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Excercise 16" - ] - }, - { - "cell_type": "code", - "execution_count": 71, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[9, 8, 1]\n" - ] - } - ], - "source": [ - "def function_helper(x: int, data: list[int]) -> int:\n", - " for i in data:\n", - " if x == i:\n", - " return 0\n", - " return 1\n", - "\n", - "\n", - "def my_function(data) -> list[int]:\n", - " res = []\n", - " for i in data: # type: ignore\n", - " if function_helper(i, res): # type: ignore\n", - " res.append(i)\n", - " return res\n", - "\n", - "\n", - "lst = [9, 9, 8, 1, 1]\n", - "print(my_function(lst))" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Week_2/sliding_window.py b/Week_2/sliding_window.py deleted file mode 100644 index bd183d71..00000000 --- a/Week_2/sliding_window.py +++ /dev/null @@ -1,60 +0,0 @@ -"""This module define function for AIO2024 Module 1 week 2 exercise.""" -import collections -#brute force: create 2 pointers, left and right.The incrementation of left and right pointer is same -# Complexity: O(n * k) -def sliding_window(nums: list[int],k: int) -> list[int]: - """Find maximum value in a defined sliding window - - Args: - nums (list[int]): given array - k (int): window length - - Returns: - list[int]: List of maximum value in each iteration of sliding window - """ - arr: list[int] = [] - for left in range(len(nums) - k + 1): - right = k + left - max_value = max(nums[left : right]) - arr.append(max_value) - print(arr) - return list(arr) - -nums_list = [3,4,5,1,-44,5,10,12,33,1] -SIDE = 3 -sliding_window(nums_list,SIDE) - -#deque: - -def sliding_window_deque(nums: list[int],k:int) -> list[int]: - """Find ding maximum value in sliding window using deque - - Args: - nums (list[int]): list of interger - k (int): sindow side - - Returns: - output (list[int]): list of maximum value in each iteration - """ - output: list[int] = [] - left = right = 0 #create 2 pointer to track the sliding window - q: collections.deque[int] = collections.deque[int]() - # create a deque to store indice for each iteration of a window - - while right < len(nums): #ensure the right pointer is lower than len to stop the window - while q and nums[q[-1]] < nums[right]: - #num[q[-1]]: the last value of a deque represent index in nums - q.pop() -#when right pointer value in nums greater than value in index stored in q, pop it - q.append(right) # append the index if condition is not met - - if left > q[0]: - #if the left pointer is greatet than index storerd in q, pop - q.popleft() - if right + 1 >= k: - #if right pointer + 1 is greater than the side of window, append the first value in q - # the deque always sort as decreasing order so append 1st value in q to output - output.append(nums[q[0]]) - left += 1 - right += 1 - return output diff --git a/Week_2/word_count.py b/Week_2/word_count.py deleted file mode 100644 index c84b54e3..00000000 --- a/Week_2/word_count.py +++ /dev/null @@ -1,22 +0,0 @@ -"""This module define function for AIO2024 Module 1 week 2 exercise.""" -from typing import Dict - -def word_count(file_path: str)-> Dict[str,int]: - """_summary_ - - Args: - file_path (str): _description_ - - Returns: - Dict[str,int]: _description_ - """ - count_dict: Dict[str,int] = {} - with open(file_path,"r",encoding='utf-8') as readfile: - for line in readfile: - words = line.lower().strip().split() - for word in words: - count_dict[word] = count_dict.get(word,0) + 1 - return count_dict - -PATH = '/Users/microwave/AIO_2024/Week_2/P1_data.txt' -print(word_count(PATH)) diff --git a/Week_3/multiple_choice_week3.ipynb b/Week_3/multiple_choice_week3.ipynb deleted file mode 100644 index f1ffe79e..00000000 --- a/Week_3/multiple_choice_week3.ipynb +++ /dev/null @@ -1,381 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "import torch\n", - "import torch.nn as nn\n", - "from torch_softmax import MySoftmaxStable, MySoftmaxt\n", - "from ward_oop import Student, Teacher, Doctor, Ward\n", - "from my_stack import MyStack\n", - "from my_queue import Myqueue" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 1 " - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([0.0900, 0.2447, 0.6652])" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data = torch.Tensor([1,2,3])\n", - "softmax_function = nn.Softmax(dim = 0)\n", - "output = softmax_function(data)\n", - "output" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 2" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([0.7054, 0.0351, 0.2595])" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data = torch.Tensor([5,2,4])\n", - "my_softmax = MySoftmaxt() \n", - "output = my_softmax(data)\n", - "output" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 3" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([0., 0., nan])" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "\n", - "data = torch.Tensor([1,2,300000000])\n", - "my_softmax = MySoftmaxt() # type: ignore\n", - "output = my_softmax(data)\n", - "output" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Excercise 4" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([0.0900, 0.2447, 0.6652])" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data = torch.Tensor([1,2,3])\n", - "my_softmax = MySoftmaxStable() # type: ignore\n", - "output = my_softmax(data)\n", - "output" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 5" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Student - Name: studentZ2023 - YoB: 2011 - Grade: 6\n" - ] - } - ], - "source": [ - "student1 = Student('studentZ2023',2011,'6')\n", - "student1.describe()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 6" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Teacher - Name: teacherZ2023 - YoB: 1991 - Subject: History\n" - ] - } - ], - "source": [ - "teacher1 = Teacher('teacherZ2023',1991,'History')\n", - "teacher1.describe()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 7" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Doctor - Name: doctorZ2023 - YoB: 1981 - Specialist: Endocrinologists\n" - ] - } - ], - "source": [ - "doctor1 = Doctor('doctorZ2023',1981,'Endocrinologists')\n", - "doctor1.describe()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 8" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "2" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "student1 = Student('studentA',2010,'7')\n", - "teacher1 = Teacher('teacherA',1969,'Math')\n", - "teacher2 = Teacher('teacherB',1995,'History')\n", - "doctor1 = Doctor('doctorA',1945,'Endocrinologists')\n", - "doctor2 = Doctor('docterB',1975,'Cardiologists')\n", - "ward1 = Ward('Ward1')\n", - "ward1.add_person(student1)\n", - "ward1.add_person(teacher1)\n", - "ward1.add_person(teacher2)\n", - "ward1.add_person(doctor1)\n", - "ward1.add_person(doctor2)\n", - "ward1.count_doctor()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 9" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "False\n" - ] - } - ], - "source": [ - "stack1 = MyStack(5)\n", - "stack1.push(1)\n", - "stack1.push(2)\n", - "print(stack1.is_full())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 10" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2\n" - ] - } - ], - "source": [ - "stack1 = MyStack(5)\n", - "stack1.push(1)\n", - "stack1.push(2)\n", - "print(stack1.top())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Exercise 11" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "False\n" - ] - } - ], - "source": [ - "queue1 = Myqueue(5)\n", - "queue1.enqueue(1)\n", - "queue1.enqueue(2)\n", - "print(queue1.is_full())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Excercise 12" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1\n" - ] - } - ], - "source": [ - "queue1 = Myqueue(5)\n", - "queue1.enqueue(1)\n", - "queue1.enqueue(2)\n", - "print(queue1.front())" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Week_3/my_queue.py b/Week_3/my_queue.py deleted file mode 100644 index 7fae0dd2..00000000 --- a/Week_3/my_queue.py +++ /dev/null @@ -1,45 +0,0 @@ -class Myqueue: - def __init__(self,capacity): - self.capacity = capacity - self.count = 0 - self.queue = [] - def is_empty(self): - if self.count == 0: - return True - else: - return False - def is_full(self): - if self.count == self.capacity: - return True - else: - return False - def dequeue(self): - if self.count == 0: - raise RuntimeError("Queue underflow") - else: - element = self.queue[0] - del self.queue[0] - self.count -= 1 - return element - def enqueue(self,value): - if self.count == self.capacity: - raise RuntimeError("Queue overfloww") - else: - self.queue.insert(len(self.queue),value) - self.count += 1 - def front(self): - return self.queue[0] - def get_queue(self): - return self.queue - -if __name__ == '__main__': - queue = Myqueue(5) - queue.enqueue(1) - queue.enqueue(2) - print(queue.get_queue()) - print(queue.is_full()) - print(queue.front()) - print(queue.dequeue()) - print(queue.front()) - print(queue.dequeue()) - print(queue.is_empty()) \ No newline at end of file diff --git a/Week_3/my_stack.py b/Week_3/my_stack.py deleted file mode 100644 index 1d4ddd78..00000000 --- a/Week_3/my_stack.py +++ /dev/null @@ -1,43 +0,0 @@ -class MyStack: - def __init__(self,capacity): - self.capacity = capacity - self.stack = [] - self.count = 0 - def is_empty(self): - if self.stack == []: - return True - def is_full(self): - if self.count == self.capacity: - return True - else: - return False - def pop(self): - if self.count == 0: - raise RuntimeError("Stack underfloww") - else: - last_item = self.stack[-1] - del self.stack[-1] - self.count -= 1 - return last_item - def push(self,value): - if self.count == self.capacity: - raise RuntimeError("Stack overflow") - self.stack.append(value) - self.count += 1 - def top(self): - return self.stack[-1] - def get_stack(self): - return self.stack - -if __name__ == '__main__': - stack = MyStack(5) - stack.push(1) - stack.push(2) - print(stack.get_stack()) - print(stack.is_full()) - print(stack.top()) - print(stack.pop()) - print(stack.top()) - print(stack.pop()) - print(stack.is_empty()) - \ No newline at end of file diff --git a/Week_3/tempCodeRunnerFile.ipynb b/Week_3/tempCodeRunnerFile.ipynb deleted file mode 100644 index b6305d21..00000000 --- a/Week_3/tempCodeRunnerFile.ipynb +++ /dev/null @@ -1 +0,0 @@ -Student \ No newline at end of file diff --git a/Week_3/torch_softmax.py b/Week_3/torch_softmax.py deleted file mode 100644 index f410fd02..00000000 --- a/Week_3/torch_softmax.py +++ /dev/null @@ -1,37 +0,0 @@ -import torch -import torch.nn as nn -import numpy as np - - -class MySoftmaxt(nn.Module): - def __init__(self): - super().__init__() - - def forward(self, x): - numerator = torch.exp(x) - denumerator = numerator.sum(0, keepdims = True) - output = numerator / denumerator - return output - - -class MySoftmaxStable(nn.Module): - def __init__(self): - super().__init__() - - def forward(self, x): - c = torch.max(x, dim=0, keepdim=True) - numerator = torch.exp(x - c.values) - denumerator = numerator.sum(0, keepdims = True) - output = numerator / denumerator - return output - -if __name__ == "__main__": - data = torch.Tensor([1, 2, 3]) - softmax = MySoftmaxt() - output = softmax(data) - print(output) - - data = torch.Tensor([1, 2, 3]) - softmax_stable = MySoftmaxStable() - output = softmax_stable(data) - print(output) diff --git a/Week_3/ward_oop.py b/Week_3/ward_oop.py deleted file mode 100644 index 9cede256..00000000 --- a/Week_3/ward_oop.py +++ /dev/null @@ -1,100 +0,0 @@ -from abc import ABC, abstractmethod -#all objects are protected variables which can only used withn class or sub-class -class Person: - def __init__(self, name, yob): - self._name = name - self._yob = yob - @abstractmethod #create a blueprint for a method, this method will be overided in child class - def describe(self): - pass - -class Student(Person): - def __init__(self, name, yob, grade): - super().__init__(name, yob) - self._grade = grade - - def describe(self): - print(f"Student - Name: {self._name} - YoB: {self._yob} - Grade: {self._grade}") - -class Teacher(Person): - def __init__(self, name, yob, subject): - super().__init__(name, yob) - self._subject = subject - - def describe(self): - print(f"Teacher - Name: {self._name} - YoB: {self._yob} - Subject: {self._subject}") - -class Doctor(Person): - def __init__(self, name, yob, specialist): - super().__init__(name, yob) - self._specialist = specialist - - def describe(self): - print(f"Doctor - Name: {self._name} - YoB: {self._yob} - Specialist: {self._specialist}") - -class Ward(): - def __init__(self,name): - self._name = name - self._people = [] - - def add_person(self,person): - self._people.append(person) - - def describe(self): - print(f"Ward name: {self._name}") - print("List of people:") - for pupil in self._people: - pupil.describe() - - def count_doctor(self): - count = 0 - for pupil in self._people: - if isinstance(pupil,Doctor): - count += 1 - return count - - def sort_age(self): - age_sorted = self._people.sort(key = lambda pupil: pupil._yob) - return age_sorted - - def compute_average(self): - sum_teacher_age = 0 - count_teacher = 0 - for pupil in self._people: - if isinstance(pupil,Teacher): - sum_teacher_age += pupil._yob - count_teacher += 1 - mean_teacher_age = sum_teacher_age / count_teacher - return mean_teacher_age - -if __name__ == "__main__": - student1 = Student(name = "Jack", yob=2010, grade='7') - student1.describe() - - teacher1 = Teacher("Ms.Martha", yob=1969,subject="CS") - teacher1.describe() - - doctor1 = Doctor("X",yob=1945,specialist='Endocrinologists') - doctor1.describe() - print() - # - teacher2 = Teacher("Phan Tan Trung", 1995,'Joke') - doctor2 = Doctor("Charles Xavier",1975,'unknow') - ward1 = Ward("Yale") - ward1.add_person(student1) - ward1.add_person(teacher1) - ward1.add_person(teacher2) - ward1.add_person(doctor1) - ward1.add_person(doctor2) - ward1.describe() - print() - # - print(f"Number of doctor: {ward1.count_doctor()}") - print() - # - ward1.sort_age() - print("Age after sorted:") - ward1.describe() - print() - # - print(f"Average age of tearcher: {ward1.compute_average()}") \ No newline at end of file