Automated Video Segmentation with SAM-2

**Description:**

I'm interested in using SAM-2 to automatically process a large number of videos to obtain segmentation results. Given the scale of the dataset, manually clicking to segment each video is not feasible.

**Question:**

Is there a way to automate the video processing in SAM-2, leveraging its capabilities for batch segmentation without requiring manual interaction for each video?

**Additional Information:**

Number of videos: 100, indoor scene, 25 frames for each
Desired output: Masks for all indoor objects (e.g., tables, chairs, etc.)

Looking forward to any guidance or suggestions on how to accomplish this.