flystem-usls/examples/yolo-world/README.md

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## 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)