After exporting the tfjs model, clone this repo:
git clone https://github.com/proDev-Theron/dip-plantidentifier.git
cd dip-plantidentifier
Install packages with npm:
npm install
Link YOLOv5 weights directory into the 'public' folder:
ln -s ../../yolov5/yolov5s_web_model public/web_model
Run the react app with:
npm start
Run
npm run deploy
PS: This repo assumes the model input resolution is 640x640.
If you change the --img value in exporting *.pb, change modelWidth and modelHeight in src/index.js accordingly.