cj-mills / unity-yolox-utils

This Unity package provides utility functions to work with YOLOX object detection models. It helps in generating grid coordinates with strides, and extracting bounding box proposals from the model output.

Unity YOLOX Utilities

This Unity package provides utility functions to work with YOLOX object detection models. It helps in generating grid coordinates with strides, and extracting bounding box proposals from the model output.

Features

1. GridCoordinateAndStride struct: Represents grid coordinates and stride information.

2. YOLOXUtilityclass: Provides utility methods for working with YOLOX object detection models.

   • GenerateGridCoordinatesWithStrides: Generates a list of GridCoordinateAndStride objects based on input strides, height, and width.
   • GenerateBoundingBoxProposals: Generates a list of BBox2D objects representing bounding box proposals based on the model output, grid strides, and other parameters.

Demo Projects

GitHub Repository	Description
barracuda-inference-yolox-demo	Perform object detection using YOLOX models.

Code Walkthrough

• Code Walkthrough: Unity YOLOX Utilities Package

Getting Started

Prerequisites

• Unity game engine

Installation

You can install the YOLOX Unity Utilities package using the Unity Package Manager:

1. Open your Unity project.
2. Go to Window > Package Manager.
3. Click the "+" button in the top left corner, and choose "Add package from git URL..."
4. Enter the GitHub repository URL: https://github.com/cj-mills/unity-yolox-utils.git
5. Click "Add". The package will be added to your project.

For Unity versions older than 2021.1, add the Git URL to the manifest.json file in your project's Packages folder as a dependency:

{
  "dependencies": {
    "com.cj-mills.yolox-utils": "https://github.com/cj-mills/unity-yolox-utils.git",
    // other dependencies...
  }
}

License

This project is licensed under the MIT License. See the LICENSE file for details.