sentis-YOLOv8n / README.md
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metadata
license: apache-2.0
library_name: unity-sentis
pipeline_tag: object-detection

*** WARNING: Not to be made live yet. Has memory leak in NMS Layer ***

YOLOv8n validated for Unity Sentis

This is a real-time multi-object recognition model confirmed to run in Unity 2023.

How to Use

First get the package com.unity.sentis from the package manager. You will also need the Unity UI package.

  • Create a new scene in Unity 2023.
  • Add the c# script to the Main Camera.
  • Create a Raw Image in the scene and link it as the displayImage
  • Put the yolov8n.sentis file in the Assets/StreamingAssets folder
  • Drag the classes.txt on to the labelAssets field
  • Put a video file in the Assets/StreamingAssets folder and set the name of videoName to the filename in the script
  • Set the fields for the bounding box texture sprite and the font

Preview

If working correctly you should see something like this:

preview

Unity Sentis

Unity Sentis is the inference engine that runs in Unity 3D. More information can be found at here