This is adapted and rewritten version of YOLOv8 segmentation model (powered by onnx). This version can be run on JavaScript without any frameworks.

Setup

To see it at work, just run index.html file.

Models

Main Model

YOLOv8n-seg model converted to onnx.

used model : yolov8n-seg.onnx
size       : ~ 13.5Mb

NMS

ONNX model to perform NMS operator [CUSTOM].

nms-yolov8.onnx

Mask

ONNX model to produce mask for every object detected [CUSTOM].

mask-yolov8-seg.onnx

Use another model

It is possible to use bigger models converted to onnx, however this might impact the total loading time.

To use another YOLOv8 model, download it from Ultralytics and convert it to onnx file format. Read more on the official documentation

Custom YOLOv8 Segmentation Models

Please update labels object inside of main.js file.

Demo

To see demo, please visit the following page