yolov8-seg-tfjs
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Published
20 hours ago •
Hyuto
Hyuto
YOLOv8 Segmentation Right in The Browser Using Tensorflow.js
Object Segmentation Application Using YOLOv8 and Tensorflow.js
:warning: 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
- Readable code
- 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
Hyuto