---
emoji: "\U0001F3AE"
sdk: static
pinned: false
license: mit
root: /home/runner/work/airi-factorio/airi-factorio/apps/factorio-yolo-v0-playground
title: Factorio YOLO v0 Playground
colorFrom: yellow
colorTo: red
models:
  - Ultralytics/YOLO11
short_description: The playground for the Factorio YOLO v0 model.
thumbnail: >-
  https://raw.githubusercontent.com/moeru-ai/airi-factorio/refs/heads/main/models/factorio-yolo-v0/assets/thumbnail.jpeg
---

# Factorio YOLO v0 Playground

This is a playground for the [Factorio YOLO v0](../../models/factorio-yolo-v0/README.md) model.

- Deployed on HuggingFace space.
- Powered by [ONNX](https://onnx.ai/) runtime.

## Usage

- Upload a square image to detect objects in the image.
- Connect to your VNC server to play Factorio and detect objects in real-time.

### Run Factorio Client in Docker

Because of the license of Factorio, we cannot provide pre-built Factorio docker image, you need to build it yourself.

First, clone the repository:

```bash
git clone https://github.com/moeru-ai/airi-factorio.git
cd airi-factorio/docker
```

Then, build the docker image, you can find the version history [here](https://wiki.factorio.com/Version_history):

```bash
docker build . -t factorio-gui --build-arg factorio_login='<USERNAME>' --build-arg factorio_pwd='<PASSWORD>' --build-arg factorio_version=<VERSION>
```

Then, run the docker container:

```bash
docker run -it -p 5900:5900 -p 5901:5901 factorio-gui
```

After that, you can visit `http://localhost:5901/vnc.html` to play Factorio.

For object detection, you need to type `ws://localhost:5901/websockify` in the `WebSocket URL` field, and then click `Connect`, after connected, you can play Factorio and view detection result in real-time.