README.md

metadata

title: Object Cutter
emoji: 🧩
colorFrom: green
colorTo: green
sdk: gradio
sdk_version: '3.0'
python_version: '3.10'
app_file: run_fastapi.py
fullWidth: true
header: default
short_description: AI-powered object cutter using Grounding DINO and SAM.
models:
  - stkrk/sam-vit-b-01ec64
  - stkrk/dino_base
datasets:
  - None
tags:
  - Object Detection
  - Segmentation
  - DINO
  - SAM
pinned: true

Object Cutter 🧩

FastAPI-based web app for object detection and segmentation using Grounding DINO + SAM.
Upload an image, type your object (e.g., "a cat on a sofa") — get clean PNGs with transparent backgrounds.

Features

• Prompt-based object detection (Grounding DINO)
• Precise segmentation (SAM)
• Simple UI, optimized for mobile
• Download only what you need — one click
• Automatic session cleanup