MAS3K: An Open Dataset for Marine Animal Segmentation
MAS3K contains a total of 3,103 images, where 1,588 are for camouflaged cases, 1,322 are for common cases, and 193 are underwater images in absence of marine animals. The marine animal categories in MAS3K cover both vertebrate and invertebrate, including seven super-classes, e.g., mammals, reptile, arthropod, and marine fish, etc. Under the super-classes, MAS3K dataset has 37 sub-classes, e.g., crab, starfish, shark, and turtle, etc.
Variants: MAS3K
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Image Segmentation | SAM2-UNet | SAM2-UNet: Segment Anything 2 Makes … | 2024-08-16 |
| Image Segmentation | MAS-SAM | MAS-SAM: Segment Any Marine Animal … | 2024-04-24 |
| Image Segmentation | ZoomNet | Zoom In and Out: A … | 2022-03-05 |
Recent papers with results on this dataset: