Sentis Yolotinyv7

🚀 YOLO Tiny v7 in Unity Sentis Format (Version 1.4.0-pre.3*)

Version 1.3.0 Sentis files are not compatible with Sentis 1.4.0 and need to be recreated/downloaded. This project provides the YOLO Tiny v7 model in Unity Sentis format, enabling real - time multi - object recognition within Unity 2023.

🚀 Quick Start

YOLO v7 is a real - time multi - object recognition model confirmed to run in Unity 2023.

✨ Features

• This version has additional layers which select the most likely bounding boxes. For a version without these additional layers, you can refer to the [YOLOv8n model](https://huggingface.co/unity/sentis - YOLOv8n).

📦 Installation

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

💻 Usage Examples

Basic Usage

Here are the steps to use the model:

• Create a new scene in Unity 2023.
• Install com.unity.sentis version 1.4.0 - 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.
• Put the yolov7 - tiny.sentis file in the Assets/StreamingAssets folder.
• Put a video file in the Assets/StreamingAssets folder and set the 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.

📚 Documentation

Preview

If everything works correctly, you should see something like this:

Information

This version has additional layers for selecting the most likely bounding boxes. For a version without these additional layers, check out the [YOLOv8n model](https://huggingface.co/unity/sentis - YOLOv8n).

Unity Sentis

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

📄 License

The license of YOLO models is GPLv3.