# mchong6/GANsNRoses

Official PyTorch repo for GAN's N' Roses. Diverse im2im and vid2vid selfie to anime translation.

Repository: https://github.com/mchong6/GANsNRoses
Canonical: https://ross.abutalabs.com/products/gansnroses
Language: Jupyter Notebook
License: MIT
License Family: permissive
Last push: 2022-05-27T02:22:58+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-03T02:39:23.370411+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 1909, "days_push": 1560, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1148, forks 149 (observed 2026-08-28T04:03:46.123590+00:00)

## What it is
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
- artifact type: library
- maturity: maintenance
- function: image-processing, machine-learning, deep-learning
- domain: computer-vision, image-processing, deep-learning, artificial-intelligence
- platform: python, cross-platform
- tags: gan, image-to-image-translation, anime-style-transfer, video-to-video, pytorch, selfie2anime, face-translation, gpu

## Member repositories
- mchong6/GANsNRoses (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:46.123590+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:33:51.084516+00:00, confidence not recorded.
  - readme: https://github.com/mchong6/GANsNRoses (fetched 2026-08-28T04:03:46.123590+00:00, sha 724e269f88a8)
- Data as of 2026-08-30T08:39:29.467469+00:00.