YOLOv8n validated for Unity Sentis (Version 1.4.0-pre.3*)
This is Yolov8n object detection example code for unity sentis, not real-time inference, for instance image.
** this is almost same code with ref, but only for image. **
ref: https://huggingface.co/unity/sentis-YOLOv8n
YOLOv8n 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 or higher (include in Unity 6000).
- Install
com.unity.sentis
version1.4.0-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
- Drag the yolov8n.sentis or yolov8n.onnx file into the model asset field
- Drag the classes.txt on to the labelAssets field
- Place a *.png image file in the Assets folder and drag onto Input Texture field
- Set the fields for the bounding box texture sprite (you can create your own one using a transparent texture or use an inbuilt one) and the font
Preview
If working correctly you should see something like this:
Information
The NMS selection will be improved in later versions of Sentis. Currently uses singular-class approach.
Unity Sentis
Unity Sentis is the inference engine that runs in Unity 3D. More information can be found at here
License
The YOLO models use the GPLv3 license.
Inference Providers
NEW
This model is not currently available via any of the supported third-party Inference Providers, and
HF Inference API was unable to determine this model's library.