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unity/
inference-engine-yolo

Name: inference-engine-yolo
Rating: 2.5 (153 reviews)

unity-sentis

onnx

unity-inference-engine

object-detection

gpl-3.0

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YOLOv8, YOLOv9, YOLO11, YOLO12 in Unity 6 using Inference Engine

YOLO is a real-time multi-object recognition model. Small and Nano model sizes are included for YOLO version 8 and above (except version 10 which uses NMS-free approach).

How to Use

Create a new scene in Unity 6;
Install com.unity.ai.inference from the package manager;
Add the RunYOLO.cs script to the Main Camera;
Drag an appropriate .onnx file from the models folder into the Model Asset field;
Drag the classes.txt file into the Classes Asset field;
Create a GameObject > UI > Raw Image object in the scene, set its width and height to 640, and link it as the Display Image field;
Drag the Border Texture.png file into the Border Texture field;
Select an appropriate font in the Font field;
Put a video file in the Assets/StreamingAssets folder and set the Video Filename field to the filename of the video.

Preview

Enter play mode. If working correctly you should see something like this:

Inference Engine

Inference Engine is a neural network inference library for Unity. Find out more here.

unity/inference-engine-yolo

YOLOv8, YOLOv9, YOLO11, YOLO12 in Unity 6 using Inference Engine

How to Use

Preview

Inference Engine

unity/
inference-engine-yolo