README.md

metadata

license: mit
sdk: docker
title: Lang-SAM Deployment
colorFrom: blue
pinned: false
short_description: 'Contains endpoints for Lang-SAM (Language-Segment Anything) '

Lang-SAM Deployment

Contains deployment of the Lang-SAM (Language-Segment Anything) model along with SAM2 for advanced image segmentation capabilities. The project provides a FastAPI backend with a web interface for easy interaction.

Features

• Language-guided image segmentation using Lang-SAM
• Advanced segmentation capabilities with SAM2
• FastAPI backend with CORS support
• OpenAI integration for product name processing

API Endpoints

• GET /: Health check endpoint

• POST /segment/langsam: Image segmentation endpoint. Accepts Image URL and text input (product name).

• POST /segment/sam2: Image segmentation endpoint. Accepts Image and point input from the UI.

• POST /openai/chat: Product name processing endpoint

• Lang-SAM: GitHub Repository

• SAM2: Original Implementation