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35 lines
976 B
35 lines
976 B
[](https://github.com/ultralytics/ultralytics/actions/workflows/ci.yaml)
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### Install
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```bash
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pip install ultralytics
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```
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Development
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```
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git clone https://github.com/ultralytics/ultralytics
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cd ultralytics
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pip install -e .
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```
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## Usage
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### 1. CLI
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To simply use the latest Ultralytics YOLO models
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```bash
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yolo task=detect mode=train model=s.yaml ...
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classify infer s-cls.yaml
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segment val s-seg.yaml
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```
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### 2. Python SDK
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To use pythonic interface of Ultralytics YOLO model
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```python
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import ultralytics
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from ultralytics import YOLO
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model = YOLO()
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model.new("s-seg.yaml") # automatically detects task type
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model.load("s-seg.pt") # load checkpoint
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model.train(data="coco128-segments", epochs=1, lr0=0.01, ...)
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```
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If you're looking to modify YOLO for R&D or to build on top of it, refer to [Using Trainer]() Guide on our docs.
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