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add classify and segment usage into readme #147

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Sep 16, 2022
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add classify and segment usage into readme #147

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32 changes: 32 additions & 0 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -163,6 +163,8 @@ results.save(save_dir='results/')

```python
from yolov5 import train, val, detect, export
# from yolov5.classify import train, val, predict
# from yolov5.segment import train, val, predict

train.run(imgsz=640, data='coco128.yaml')
val.run(imgsz=640, data='coco128.yaml', weights='yolov5s.pt')
Expand Down Expand Up @@ -271,3 +273,33 @@ $ yolov5 export --weights yolov5s.pt --include torchscript,onnx,coreml,pb,tfjs
```

</details>

<details open>
<summary>Classify</summary>

Train/Val/Predict with YOLOv5 image classifier:

```bash
$ yolov5 classify train --img 640 --data mnist2560 --weights yolov5s-cls.pt --epochs 1
```

```bash
$ yolov5 classify predict --img 640 --weights yolov5s-cls.pt --source images/
```

</details>

<details open>
<summary>Segment</summary>

Train/Val/Predict with YOLOv5 instance segmentation model:

```bash
$ yolov5 segment train --img 640 --weights yolov5s-seg.pt --epochs 1
```

```bash
$ yolov5 segment predict --img 640 --weights yolov5s-seg.pt --source images/
```

</details>