---
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](https://github.com/YuyangSheng/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