README.md

metadata

title: MedSAM Inference API
emoji: 🏥
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 6.0.0
app_file: app.py
pinned: false
license: apache-2.0

MedSAM Inference API

Point-based medical image segmentation using Fine-Tuned MedSAM.

Features

• ✅ Point-based segmentation with coordinates
• ✅ Multiple mask outputs
• ✅ Foreground/background point labels
• ✅ RESTful API interface
• ✅ Interactive UI for testing

API Usage

Endpoint

POST https://YOUR_USERNAME-medsam-inference.hf.space/api/predict

Input Format

{
  "data": [
    "data:image/jpeg;base64,<BASE64_IMAGE>",
    "{\"coords\": [[x, y]], \"labels\": [1], \"multimask_output\": true}"
  ]
}

Example

See the examples/ folder for Python usage examples.

Model

This Space uses the Fine-Tuned MedSAM model from: https://huggingface.co/Aniketg6/Fine-Tuned-MedSAM

License

Apache 2.0