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wkentaro committed Aug 1, 2024
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<img alt="logo" height="200px" src="https://github.com/wkentaro/osam/raw/main/.readme/icon.png" >
<h1>Osam</h1>
<p>
Get up and running with segment-anything models locally.
Get up and running with promptable vision models locally.
</p>
<br>
<br>
<br>
</div>

*Osam* (/oʊˈsɑm/) is a tool to run open-source segment-anything models locally
*Osam* (/oʊˈsɑm/) is a tool to run open-source promptable vision models locally
(inspired by [Ollama](https://github.com/ollama/ollama)).

*Osam* provides:

- **Segment-Anything Models** - original SAM, EfficientSAM;
- **Promptable Vision Models** - Segment Anything Model (SAM), EfficientSAM, YOLO-World;
- **Local APIs** - CLI & Python & HTTP interface;
- **Customization** - Host custom vision models.

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osam run efficientsam --image <image_file>
```

To run with YoloWorld:
To run with YOLO-World:

```bash
osam run yoloworld --image <image_file>
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| SAM 600M | 600M | 600MB | `osam run sam` |
| EfficientSAM 10M | 10M | 40MB | `osam run efficientsam:10m` |
| EfficientSAM 30M | 30M | 100MB | `osam run efficientsam` |
| YoloWorld XL | 100M | 400MB | `osam run yoloworld` |
| YOLO-World XL | 100M | 400MB | `osam run yoloworld` |

PS. `sam`, `efficientsam` is equivalent to `sam:latest`, `efficientsam:latest`.

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