This PR adds a comprehensive model card for **SAM2Matting**. It includes:
- Metadata updating the pipeline tag to `image-segmentation` for better discoverability.
- Links to the ECCV 2026 paper, project page, and official GitHub repository.
- Key highlights of the framework.
- Quick setup and inference instructions.
- BibTeX citation.
