SAM 2: Segment Anything in Images and Videos (arxiv 2024/07)
Summary
Method
- dataset
Experiment
- 高速化
- FPSが結構出てるのすごい
| Model | Size (M) | Speed (FPS) | SA-V test (J&F) | MOSE val (J&F) | LVOS v2 (J&F) |
|---|---|---|---|---|---|
| sam2_hiera_tiny | 38.9 | 47.2 | 75.0 | 70.9 | 75.3 |
| sam2_hiera_small | 46 | 43.3 (53.0 compiled*) | 74.9 | 71.5 | 76.4 |
| sam2_hiera_base_plus | 80.8 | 34.8 (43.8 compiled*) | 74.7 | 72.8 | 75.8 |
| sam2_hiera_large | 224.4 | 24.2 (30.2 compiled*) | 76.0 | 74.6 | 79.8 |