Multiple Objects Counting

About

This project combines YOLOv3(pyTorch) and deepsort. An iOS application is implemented. The backend is based on Django RESTful framework and the frontend is implemented on React Native.

Key Words

YOLOv3, pytorch, Deep SORT, iOS, Django RESTful, React Native

Installation

git clone https://github.com/GatoY/MovingObjectDetecting
pip install -r requirements.txt

brew install node
brew install watchman
install yarn
npm install -g react-native-cli
yarn add react-navigation
react-native link react-navigation
yarn add react-native-vector-icons
react-native link react-native-vector-icons
yarn add react-native-image-picker
react-native link react-native-image-picker
yarn add react-native-video
react-native link react-native-video
react-native link

How to Use

RUN Algorithm Only,

Under Algorithm/

python count_light.py --video videofile --debug 1

RUN on iOS Application (on MAC)

Under Application/backend/,

python manage.py migrate
python manage.py runserver 

Under Application/iOS/project-tracking/:

react-native run-ios	

Show Case

App Demo video: https://youtu.be/R9mIF3EtYI4