danielgatis/rembg

Health v2 · maintenance only

Adoption not part of the score

24449 stars · 2394 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Rembg is a Python tool for removing image backgrounds using U2Net-based deep learning models. It can be used as a CLI, Python library, HTTP server, or Docker container, with CPU and GPU (CUDA) support.

Use cases

• remove background from images
• extract subject from photo with transparent background
• batch remove image backgrounds via CLI
• serve background removal as an HTTP API
• cut out product photos for e-commerce
• create transparent PNGs from portraits

When to choose

• you need offline, self-hosted background removal without a paid API
• you want a Python library, CLI, or HTTP server for the same task
• you have NVIDIA GPUs and want faster inference via onnxruntime-gpu

When to avoid

• you need video background removal or fine-grained interactive editing
• you want a hosted API with no model downloads or GPU setup
• your Python version is outside the supported 3.11-3.13 range

Facets

library · maturity active

image-processing machine-learning cli http-server image-processing computer-vision machine-learning python cli cross-platform background-removal u2net onnxruntime segmentation alpha-matting docker gpu

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markdown · JSON · MCP: product_card(name="danielgatis/rembg")