Object Segmentation Application Using YOLOv8 and Tensorflow.js

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⚠️ Low performance on doing video processing, need to be improved.

Object Segmentation application right in your browser. Serving YOLOv8-Seg in browser using tensorflow.js with webgl backend.

TO DO

1. Readable code
2. Improve performance

Setup

git clone https://github.com/Hyuto/yolov8-seg-tfjs.git
cd yolov8-seg-tfjs
yarn install #Install dependencies

Scripts

yarn start # Start dev server
yarn build # Build for productions

Model

YOLOv8n-Seg model converted to tensorflow.js.

used model : yolov8n-seg
size       : 14 Mb

Reference

• https://github.com/ultralytics/ultralytics
• https://github.com/Hyuto/yolov8-seg-onnxruntime-web