

A point prompt at (490.0, 170.0) on the right cat: Linnet's mask (left, blue) vs transformers.SamModel's (right, orange). IoU between the two masks: 1.000; predicted IoU, Linnet 0.979, reference 0.979.
Meta's Segment Anything Model: a ViT-Det image encoder with windowed and relative-position attention, whose 64x64 embedding any number of point or box prompts are decoded against by a two-way transformer.


A point prompt at (490.0, 170.0) on the right cat: Linnet's mask (left, blue) vs transformers.SamModel's (right, orange). IoU between the two masks: 1.000; predicted IoU, Linnet 0.979, reference 0.979.