Mukosame/Anime2Sketch

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2128 stars · 173 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Anime2Sketch is a PyTorch-based sketch extractor that converts anime art, illustrations, and manga into line drawings using pretrained GAN weights. It provides test scripts, a Gradio web demo, and Docker support for batch image processing.

Use cases

• extract line art sketches from anime images
• convert manga pages to clean sketches
• turn illustrations into pencil-style drawings
• preprocess anime frames for sketch datasets
• run sketch extraction on a folder of images
• deploy a sketch extraction model with Docker

When to choose

• you need high-quality sketch extraction for anime, manga, or illustration styles
• you want pretrained weights without training your own model
• you need batch processing of images via a simple CLI script
• you want a Dockerized or Gradio-hosted inference setup

When to avoid

• you need sketch extraction for real-world photos rather than anime/illustration
• you want to train or fine-tune the model yourself (repo only ships testing code)
• you need a maintained project with recent updates or active issue support
• you require a library API rather than standalone scripts

Facets

application · maturity maintenance

image-processing computer-vision deep-learning machine-learning image-processing computer-vision deep-learning python anime sketch-extraction gan manga illustration pytorch image-to-image pretrained-models gradio art linux macos docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Mukosame/Anime2Sketch")