mchong6/GANsNRoses

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1148 stars · 149 forks observed · 2026-08-28

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

Official PyTorch implementation of GANs N' Roses, a model for diverse image-to-image and video-to-video translation that converts selfie photos into anime-style images. It uses adversarial style/content losses to generate a wide variety of anime styles from a single face image.

Use cases

• convert selfie photos to anime style
• translate face videos to anime
• generate diverse anime styles from one face
• train an image-to-image translation model on custom data
• experiment with GAN-based style transfer

When to choose

• you want diverse, controllable anime-style translations of faces or videos
• you need a research-grade PyTorch codebase to fine-tune on your own paired or unpaired dataset
• you want to reproduce results from the GANs N' Roses paper

When to avoid

• you need a polished end-user app rather than research code
• you require recent maintenance or support for the latest PyTorch versions
• your use case involves non-face image translation

Facets

library · maturity maintenance

image-processing machine-learning deep-learning computer-vision image-processing deep-learning artificial-intelligence python cross-platform gan image-to-image-translation anime-style-transfer video-to-video pytorch selfie2anime face-translation gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="mchong6/GANsNRoses")