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IFMedTechdemo/Video_segmentation

sourceHugging Faceapache-2.0updated 9mo agoView on Hugging Face
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App README

Surgical-DeSAM

Surgical instrument segmentation using DeSAM (Decoupled SAM) architecture.

Upload a surgical image to get instance segmentation masks for instruments.

Model

Based on Surgical-DeSAM - integrates DETR for detection and SAM for segmentation.

Classes Detected

  • Bipolar Forceps
  • Prograsp Forceps
  • Large Needle Driver
  • Monopolar Curved Scissors
  • Ultrasound Probe
  • Suction
  • Clip Applier
  • Stapler