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TommyZihao · May 26, 2023 · 97e39f6 · 97e39f6
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diff --git a/2023/0524/【H3】MMDeploy本地部署预测-环境配置.ipynb b/2023/0524/【H3】MMDeploy本地部署预测-环境配置.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "6da8d1fb-60f6-477c-ab2b-088cbc632c77",
+   "metadata": {},
+   "source": [
+    "# MMDeploy本地部署预测-环境配置\n",
+    "\n",
+    "本代码教程需在本地环境运行\n",
+    "\n",
+    "同济子豪兄 2023-5-12\n",
+    "\n",
+    "特别感谢 MMDeploy 陈鑫：https://github.com/irexyc"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a9098e6f-17f3-4349-8f06-8755733d9f41",
+   "metadata": {},
+   "source": [
+    "## 安装Miniconda\n",
+    "\n",
+    "https://docs.conda.io/en/latest/miniconda.html"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fd82134a-0598-4045-8e20-f1c643e7eb56",
+   "metadata": {},
+   "source": [
+    "## 配置环境\n",
+    "\n",
+    "```shell\n",
+    "\n",
+    "conda install nb_conda_kernels -y\n",
+    "\n",
+    "conda create -n triangle_pose python=3.8 -y\n",
+    "\n",
+    "conda activate triangle_pose\n",
+    "\n",
+    "jupyter notebook\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c3b364aa-ebe6-4325-8b65-e313864b83ae",
+   "metadata": {},
+   "source": [
+    "## 打开每一个notebook后，都需要切换kernel为`triangle_pose`虚拟环境"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "31074358-4089-4ad8-b602-848e517ec4ff",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "## 安装推理后端"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "7c2647d2-56cc-42b5-94da-66cc753c0e09",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# 没有 GPU\n",
+    "!pip install mmdeploy-runtime==1.0.0"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "1464235e-f0b9-4cbc-8a98-012ff27889a7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# 有 GPU\n",
+    "# !pip install mmdeploy-runtime-gpu==1.0.0"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8e7edf15-c653-40bd-8522-5a1b44b56bf3",
+   "metadata": {},
+   "source": [
+    "## 安装其他第三方工具包"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6701818c-6df2-4cd9-b601-0e849af94926",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install matplotlib tqdm opencv-python tqdm"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a46e082b-57f9-4cc6-bd62-641fcf6fbb57",
+   "metadata": {},
+   "source": [
+    "## 下载待测图像文件"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a5f5e0c0-d33f-4cb1-9cf9-98db104e6b80",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!wget https://zihao-openmmlab.obs.myhuaweicloud.com/20220610-mmpose/triangle_dataset/test_img/triangle_4.jpg"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4b734a1b-56f7-41e0-a5b7-586d2d9e440b",
+   "metadata": {},
+   "source": [
+    "## 下载待测视频文件"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "95b9415a-0d0a-4a98-a548-099ade8d1779",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!wget https://zihao-openmmlab.obs.myhuaweicloud.com/20220610-mmpose/triangle_dataset/videos/triangle_9.mp4"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7d7e6eb-cbac-439b-9038-a730e4b48d19",
+   "metadata": {},
+   "source": [
+    "## 下载MMDeploy导出的ONNX模型文件"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "9692ed0f-f5c8-4eba-9fde-5d6484a669fb",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--2023-05-25 19:48:53--  https://zihao-openmmlab.obs.cn-east-3.myhuaweicloud.com/20220610-mmpose/triangle_dataset/ckpt/RTMDet-RTMPose-Triangle-ONNX.zip\n",
+      "正在连接 172.16.0.13:5848... 已连接。\n",
+      "已发出 Proxy 请求，正在等待回应... 200 OK\n",
+      "长度： 51995333 (50M) [application/zip]\n",
+      "正在保存至: “RTMDet-RTMPose-Triangle-ONNX.zip”\n",
+      "\n",
+      "RTMDet-RTMPose-Tria 100%[===================>]  49.59M  46.2MB/s    用时 1.1s    \n",
+      "\n",
+      "2023-05-25 19:48:54 (46.2 MB/s) - 已保存 “RTMDet-RTMPose-Triangle-ONNX.zip” [51995333/51995333])\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "# 删除原有的模型目录（如有）\n",
+    "!rm -rf rtmdet2onnx rtmpose2onnx\n",
+    "\n",
+    "# 下载压缩包\n",
+    "!wget https://zihao-openmmlab.obs.cn-east-3.myhuaweicloud.com/20220610-mmpose/triangle_dataset/ckpt/RTMDet-RTMPose-Triangle-ONNX.zip\n",
+    "\n",
+    "# 解压\n",
+    "!unzip RTMDet-RTMPose-Triangle-ONNX.zip >> /dev/null # 解压压缩包\n",
+    "!rm -rf RTMDet-RTMPose-Triangle-ONNX.zip # 删除压缩包\n",
+    "!rm -rf __MACOSX"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e196e871-69ee-449f-a4e0-e05743581416",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "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": "3.7.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}