README.md

metadata

title: Surgical-DeSAM
emoji: 🔬
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 6.2.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: AI-powered medical video segmentation demo for anatomical st

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