MAS3K

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.

Benchmarks

2D Semantic Segmentation/mIoU 2D Semantic Segmentation/S-measure 2D Semantic Segmentation/E-measure 2D Semantic Segmentation/MAE Image Segmentation/mIoU Image Segmentation/S-measure Image Segmentation/E-measure Image Segmentation/MAE