https://github.com/cj-mills/unity-barracuda-inference-image-classification
This Unity package extends the functionality of the barracuda-inference-base package to perform image classification using computer vision models.
https://github.com/cj-mills/unity-barracuda-inference-image-classification
barracuda image-classification unity
Last synced: 7 months ago
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This Unity package extends the functionality of the barracuda-inference-base package to perform image classification using computer vision models.
- Host: GitHub
- URL: https://github.com/cj-mills/unity-barracuda-inference-image-classification
- Owner: cj-mills
- Created: 2023-04-10T22:42:41.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-05-05T20:45:45.000Z (over 2 years ago)
- Last Synced: 2025-01-12T13:28:59.039Z (9 months ago)
- Topics: barracuda, image-classification, unity
- Language: C#
- Homepage: https://christianjmills.com/posts/unity-barracuda-inference-image-classification-walkthrough/
- Size: 25.4 KB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Unity Barracuda Inference Image Classification
This Unity package extends the functionality of the [`barracuda-inference-base`](https://github.com/cj-mills/unity-barracuda-inference-base) package to perform image classification using computer vision models.
## Demo Video
https://user-images.githubusercontent.com/9126128/231305884-865e656c-06df-42c6-a9db-c3bb1ded4c1a.mp4
## Demo Project
* **GitHub Repository:** [barracuda-image-classification-demo](https://github.com/cj-mills/barracuda-image-classification-demo)
## Code Walkthrough
* [Code Walkthrough: Unity Barracuda Inference Image Classification Package](https://christianjmills.com/posts/unity-barracuda-inference-image-classification-walkthrough/)
## Features
- Utilizes Unity's Barracuda engine for efficient inference
- Supports various worker types and Asynchronous GPU Readback
## Getting Started
### Prerequisites
- Unity game engine
### Installation
You can install the Barracuda Inference Image Classification 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-barracuda-inference-image-classification.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:
```json
{
"dependencies": {
"com.cj-mills.barracuda-inference-image-classification": "https://github.com/cj-mills/unity-barracuda-inference-image-classification.git",
// other dependencies...
}
}
```
## License
This project is licensed under the MIT License. See the [LICENSE](Documentation~/LICENSE) file for details.