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--- |
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license: mit |
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sdk: docker |
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title: Lang-SAM Deployment |
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colorFrom: blue |
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pinned: false |
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short_description: 'Contains endpoints for Lang-SAM (Language-Segment Anything) ' |
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--- |
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# Lang-SAM Deployment |
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Contains deployment of the Lang-SAM (Language-Segment Anything) model along with SAM2 for advanced image segmentation capabilities. The project provides a FastAPI backend with a web interface for easy interaction. |
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## Features |
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- Language-guided image segmentation using Lang-SAM |
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- Advanced segmentation capabilities with SAM2 |
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- FastAPI backend with CORS support |
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- OpenAI integration for product name processing |
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## API Endpoints |
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- `GET /`: Health check endpoint |
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- `POST /segment/langsam`: Image segmentation endpoint. Accepts Image URL and text input (product name). |
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- `POST /segment/sam2`: Image segmentation endpoint. Accepts Image and point input from the UI. |
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- `POST /openai/chat`: Product name processing endpoint |
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- Lang-SAM: [GitHub Repository](https://github.com/luca-medeiros/lang-segment-anything) |
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- SAM2: [Original Implementation](https://github.com/facebookresearch/segment-anything) |
