One frame to 3D: Depth Anything 3 + SAM 3.1 let you fly inside a real gallbladder surgery
MaziyarPanahi · x · 2026-11-07
- MaziyarPanahi demonstrates a medical-scene combo: taking a single flat frame from a real gallbladder surgery, Depth Anything 3 reconstructs it into 3D on one GPU, enabling a fly-through view of the operating room.
- SAM 3.1 then outlines the gallbladder or liver in one click, and a two-word prompt locates the surgical instruments — a striking single-image-to-interactive-3D pipeline with obvious potential for medical imaging.
Related event: Depth Anything 3 Turns Single Surgery Frame into 3D Scene(2 posts)→
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