## Quick Start

```shell
cargo run -r --example yolo-world
```

## Donwload or Export ONNX Model

- **Download**

  [yolov8s-world-v2-shoes](https://github.com/jamjamjon/assets/releases/download/v0.0.1/yolov8s-world-v2-shoes.onnx)
- **Or generate your own `yolo-world` model and then Export**

  - **Installation**

  ```shell
  pip install -U ultralytics
  ```

  - **Generate**

  ```python
  from ultralytics import YOLO

  # Initialize a YOLO-World model
  model = YOLO('yolov8m-worldv2.pt')

  # Define custom classes
  model.set_classes(["shoes"])

  # Save the model with the defined offline vocabulary
  model.save("custom_yolov8m-world-v2.pt")
  ```

  - **Export**

  ```shell
  yolo export model=custom_yolov8m-world-v2.pt format=onnx simplify dynamic
  ```

## Results

![](./demo.png)