How to Use SAM 2 for Video?
Segment Anything Model 2 (SAM 2) is a unified video and image segmentation model.
Video segmentation presents unique challenges compared to image segmentation. Object motion, deformation, occlusion, lighting changes, and other factors can vary dramatically from frame to frame. Videos are often lower quality than images due to camera motion, blur, and lower resolution, further increasing the difficulty.
SAM 2 demonstrates improved accuracy in video segmentation, with 3 times fewer interactions than previous approaches. SAM 2 is more accurate for image segmentation and 6 times faster than the original Segment Anything Model (SAM).https://youtu.be/Dv003fTyO-Y
Segment Anything Model 2 (SAM 2) is a unified video and image segmentation model.
Video segmentation presents unique challenges compared to image segmentation. Object motion, deformation, occlusion, lighting changes, and other factors can vary dramatically from frame to frame. Videos are often lower quality than images due to camera motion, blur, and lower resolution, further increasing the difficulty.
SAM 2 demonstrates improved accuracy in video segmentation, with 3 times fewer interactions than previous approaches. SAM 2 is more accurate for image segmentation and 6 times faster than the original Segment Anything Model (SAM).https://youtu.be/Dv003fTyO-Y