pfnet/PaintsChainer

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

3762 stars · 543 forks observed · 2026-08-28

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

Paints Chainer is a semi-automatic line drawing colorizer that uses convolutional neural networks built on the Chainer deep learning framework to colorize sketches. It includes a web-based UI for uploading line drawings and a Python server, along with training scripts and pre-trained models.

Use cases

• colorize line drawings and sketches semi-automatically
• add color hints to black-and-white manga or anime-style line art
• run a local web server to colorize sketches through a browser UI
• train custom colorization models on your own line art dataset
• experiment with CNN-based image colorization using Chainer

When to choose

• you want to automatically colorize anime or manga style line drawings with minimal manual effort
• you need a self-hosted sketch colorization tool with a browser-based interface
• you want to study or modify a CNN-based colorization pipeline with training scripts included

When to avoid

• you need actively maintained software or support for modern deep learning frameworks
• you require a production-ready colorization service with commercial licensing for the models
• you work without an NVIDIA GPU or CUDA environment, since GPU support is central to its performance

Facets

application · maturity abandoned

machine-learning image-processing web-framework gpu-computing machine-learning image-processing artificial-intelligence web-development windows python colorization line-drawing sketch-colorization cnn chainer deep-learning semi-automatic-colorization web-ui pre-trained-models anime-art linux web-server gpu

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markdown · JSON · MCP: product_card(name="pfnet/PaintsChainer")