minivision-ai/photo2cartoon

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

4029 stars · 769 forks observed · 2026-08-28

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

A Python deep-learning project from Minivision that converts real portrait photos into cartoon-style avatars using unpaired image translation (a U-GAT-IT-based GAN with Soft-AdaLIN and a Face ID loss). It ships pretrained PyTorch and ONNX models, face detection/alignment, and portrait segmentation utilities.

Use cases

• turn a portrait photo into a cartoon avatar
• generate cartoon-style profile pictures from selfies
• run photo-to-cartoon image translation with pretrained models
• train a GAN for unpaired photo-to-cartoon translation
• convert photos to cartoon style via onnx inference

When to choose

• you want a ready pretrained model for stylizing human portraits into a realistic-leaning cartoon style
• you need a research reference for unpaired image translation with identity-preserving losses
• you want ONNX inference without a full PyTorch setup

When to avoid

• you need general scene or object cartoonization - it is trained only on aligned human face portraits (originally young Asian women)
• you need a maintained production library - the project has not been updated since 2022 and depends on old PyTorch/TensorFlow versions
• you need paired pix2pix-style translation or non-portrait image-to-image tasks

Facets

library · maturity maintenance

image-processing machine-learning deep-learning computer-vision image-processing deep-learning artificial-intelligence python gan avatar-generator cartoonization image-translation ugatit face-id-loss onnx portrait gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="minivision-ai/photo2cartoon")