Service Introduction

Index

• SVinternShip
  • 1. Prerequisites
  • 2. Installation Process
  • 3. Getting Started
  • 4. File Manifest
  • 5. Copyrights / End User Licesnse
  • 6. Contact Information

1. Prerequisites

Our service was created through the AI Application Development by Silicon Valley Engineering program organized by Headstart Silicon Valley. http://www.learnflagly.com/courses/347/

2. Installation Process

• Requires a computer with an nvidia GPU.

$ git clone https://github.com/SVinternShip/ML
$ pip3 install requirements.txt

3. Getting Started

• Please complete the Cuda installation and requirements installation

README.md directory

  InceptionV3-model 

  ResNet50V2-model

  predict_and_lime

  preprocessing

4. File Manifest && API

📦root
 ┣ 📂InceptionV3-model
 ┃ ┣ 📜inception_fine_tuning.ipynb
 ┃ ┣ 📜README.md
 ┃ ┗ 📜requirements.txt
 ┣ 📂predict_and_lime
 ┃ ┣ 📜lime_original.png
 ┃ ┣ 📜lime_red_masking.png
 ┃ ┣ 📜lime_skelton.png
 ┃ ┣ 📜original_image.png
 ┃ ┣ 📜predict.ipynb
 ┃ ┣ 📜predict_module.py
 ┃ ┣ 📜README.md
 ┃ ┗ 📜requirements.txt
 ┣ 📂preprocessing
 ┃ ┣ 📜preprocess.ipynb
 ┃ ┣ 📜README.md
 ┃ ┗ 📜requirements.txt
 ┣ 📂ResNet50V2-model
 ┃ ┣ 📜fine_tuning.ipynb
 ┃ ┣ 📜README.md
 ┃ ┗ 📜requirements.txt
 ┣ 📜confusion_matrix.png
 ┣ 📜PPT_README.md
 ┗ 📜README.md

5. Copyrights / End User Licesnse

This project is not intended for commercial use, please do not use it for commercial purposes.

6. Contact Information

Name	전준형	김민지	김성윤	김정원	전경희
Profile
role	Team ㅣLeader, Backend , Frontend	Frontend , Backend	ML	Frontend	Backend
Github	@Joon_Hyoung	@Minji Kim	@sykim1106	@grdnr13	@kjeon0901