# PaddlePaddle/PaddleGAN

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer,  Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

Repository: https://github.com/PaddlePaddle/PaddleGAN
Canonical: https://ross.abutalabs.com/products/paddlegan
Language: Python
License: Apache-2.0
License Family: permissive
Topics: gan, cyclegan, pix2pix, super-resolution, image-generation, image-editing, motion-transfer, photo2cartoon, psgan, resolution, wav2lip, gpen, first-order-motion-model, realsr, edvr, basicvsrplusplus, stylegan2, animeganv2
Last push: 2024-07-03T15:05:24+00:00

## Health v2 (maintenance only)
Score: 23/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 8, longevity 100
- inputs: {"age_days": 2267, "days_push": 791, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 8048, forks 1230 (observed 2026-08-28T04:10:12.257312+00:00)

## What it is
PaddleGAN is a Python library providing high-performance implementations of classic and state-of-the-art Generative Adversarial Networks built on PaddlePaddle. It includes ready-to-use applications such as first-order motion transfer, Wav2Lip lip-syncing, image restoration, photo-to-cartoon, face editing, and image/video super-resolution.

## Use cases
- animate a photo to make it talk with wav2lip
- transfer motion from a video to a still image
- upscale low-resolution images and videos
- convert a portrait photo to cartoon style
- restore and enhance old or damaged photos
- edit faces in images with stylegan
- train and deploy custom GAN models

## When to choose
- you want prebuilt GAN applications like lip-syncing, motion transfer, or super-resolution
- your stack is already on PaddlePaddle
- you need both training and inference for GAN models in Python

## When to avoid
- you need PyTorch or TensorFlow instead of PaddlePaddle
- you need a general-purpose image editing tool rather than GAN research models
- you require frequent updates or active community support

## Facets
- artifact type: library
- maturity: maintenance
- function: image-processing, video-processing, machine-learning, deep-learning
- domain: deep-learning, computer-vision, image-processing, artificial-intelligence
- platform: python
- tags: gan, style-transfer, super-resolution, motion-transfer, face-editing, image-restoration, paddlepaddle, wav2lip, photo2cartoon, video, linux, gpu

## Member repositories
- PaddlePaddle/PaddleGAN (main) score 23

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:10:12.257312+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 2026-08-29T17:31:24.704673+00:00, confidence not recorded.
  - readme: https://github.com/PaddlePaddle/PaddleGAN (fetched 2026-08-28T04:10:12.257312+00:00, sha bdf30cbb88ec)
- Data as of 2026-08-30T08:39:29.467469+00:00.