Yolov8-Segmentation-on-Browser
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akbartus
Example of YOLOv8 Segmentation on Browser. It is powered by Onnx and served through JavaScript without any frameworks
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
akbartus