Hugging Face's logo

unity
/
sentis-yolotinyv7

Object Detection
unity-sentis
ONNX
Model card Files Community
sentis-yolotinyv7 / README.md
UnityPaul's picture
UnityPaul
Update README.md
8fedf7e verified
preview code
|
raw
history blame
1.53 kB
metadata
library_name: unity-sentis
pipeline_tag: object-detection

YOLO Tiny v7 in Unity Sentis Format (Version 1.3.0-pre.3*)

*Version 1.3.0 Sentis files are not compatible with Sentis 1.4.0 and need to be recreated/downloaded

YOLO v7 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.
  • Install com.unity.sentis version 1.3.0-pre.3 from the package manager
  • Add the c# script to the Main Camera.
  • Create a Raw Image in the scene and link it as the displayImage
  • Put the yolov7-tiny.sentis file in the Assets/StreamingAssets folder
  • Put a video file in the Assets/StreamingAssets folder and set the name of videoName to the filename in the script
  • Drag the classes.txt on to the labelAssets field
  • Set the fields for the bounding box texture sprite and the font

Preview

If working correctly you should see something like this:

preview

Information

This version has additional layers which select the most likely bounding boxes. For a version without these additional layers take a look at the YOLOv8n model.

Unity Sentis

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

License

License of YOLO models is GPLv3