Request for Integration of Meta SAM2 Model for Video Segmentation

Hi Team,

I am writing to request the integration of the newly released Meta SAM2 model for video segmentation into Label Studio. Meta SAM2 has demonstrated exceptional performance in video segmentation tasks, significantly surpassing existing models in both accuracy and efficiency. The integration of this cutting-edge model would greatly enhance the capabilities of Label Studio, making it an even more powerful tool for users needing advanced video segmentation.

Could you please let us know if there are any plans to incorporate Meta SAM2 into Label Studio? If so, could you provide an estimated timeline for its availability?

For further details on Meta SAM2, please refer to the official Meta AI blog post: https://ai.meta.com/blog/segment-anything-2/

Thanks!

Start by reviewing the Label Studio ML backend and the linked Meta AI SAM2 announcement to determine the integration scope and required video-segmentation support. Done would mean a defined, working SAM2 integration with appropriate validation, but this issue does not name implementation files or tests.

Written by the indexing model from the issue text.