SystemErrorWang/White-box-Cartoonization

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

4001 stars · 737 forks observed · 2026-08-28

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

Official TensorFlow implementation of the CVPR 2020 paper 'Learning to Cartoonize Using White-box Cartoon Representations', which converts photos into cartoon-style images. It includes inference with pre-trained models, training code, and a Docker setup.

Use cases

• convert photos to cartoon style
• cartoonize images with a pretrained model
• retrain an image-to-cartoon GAN on my own dataset
• stylize scenery, food, and portrait photos into anime-like art
• run image cartoonization in Docker
• research white-box cartoon representations from CVPR 2020

When to choose

• you want to cartoonize photos using a proven CVPR-published model
• you need both inference and training code for image cartoonization
• you want a Dockerized, dependency-free way to run the model

When to avoid

• you need a maintained library on modern TensorFlow or PyTorch (it targets TF 1.x)
• you need a permissively licensed dependency (no license is provided)
• you need video or real-time cartoonization out of the box

Facets

library · maturity maintenance

image-processing machine-learning deep-learning computer-vision image-processing deep-learning artificial-intelligence python windows cartoonization style-transfer tensorflow cvpr2020 generative-models research-code linux macos docker gpu

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markdown · JSON · MCP: product_card(name="SystemErrorWang/White-box-Cartoonization")