## Quick Start

```shell
cargo run -r --example yolov8
```

## Export `YOLOv8` ONNX Models

```bash
pip install -U ultralytics

# export onnx model with dynamic shapes
yolo export model=yolov8m.pt format=onnx simplify dynamic
yolo export model=yolov8m-cls.pt format=onnx simplify dynamic
yolo export model=yolov8m-pose.pt format=onnx simplify dynamic
yolo export model=yolov8m-seg.pt format=onnx simplify dynamic
yolo export model=yolov8m-obb.pt format=onnx simplify dynamic

# export onnx model with fixed shapes
yolo export model=yolov8m.pt format=onnx simplify
yolo export model=yolov8m-cls.pt format=onnx simplify
yolo export model=yolov8m-pose.pt format=onnx simplify
yolo export model=yolov8m-seg.pt format=onnx simplify
yolo export model=yolov8m-obb.pt format=onnx simplify
```

## Result

|         Task         | Annotated image       |
| :-------------------: | --------------------- |
| Obb | ![img](./demo-obb.png)  |
| Instance Segmentation | ![img](./demo-seg.png)  |
|    Classification    | ![img](./demo-cls.png)  |
|       Detection       | ![img](./demo-det.png)  |
|         Pose         | ![img](./demo-pose.png) |