aitorzip/PyTorch-CycleGAN
A clean and readable Pytorch implementation of CycleGAN observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3187
- days_rel: n/a
- days_push: 1596
- n_releases_24m: 0
Adoption not part of the score
1319 stars · 297 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A clean, readable PyTorch implementation of CycleGAN for unpaired image-to-image translation using cycle-consistent adversarial networks. It includes training and testing scripts, dataset download helpers, and Visdom-based loss visualization.
Use cases
- convert photos to paintings in the style of Monet or Van Gogh
- translate images between two domains without paired training data
- train a CycleGAN model on my own image dataset
- perform style transfer with a GAN in PyTorch
- season or object transfiguration on images
- learn how CycleGAN is implemented from readable code
When to choose
- you want a minimal, readable CycleGAN reference implementation in PyTorch
- you have unpaired image sets from two domains and want to learn the translation
- you want to experiment with or extend CycleGAN hyperparameters
When to avoid
- you need paired image-to-image translation (use pix2pix instead)
- you need a production-ready, actively maintained pipeline
- you need a no-code or GUI tool for image style transfer
Facets
library · maturity maintenance
machine-learning deep-learning image-processing computer-vision graphics deep-learning computer-vision image-processing artificial-intelligence python cross-platform cyclegan gan pytorch image-to-image-translation style-transfer unpaired-data generative-models gpu
6 sources
- readme: https://github.com/aitorzip/PyTorch-CycleGAN · fetched 2026-08-28 · 717ed71f776b
- homepage: https://arxiv.org/abs/1703.10593 · fetched 2026-08-29 · 53ba2f744c48
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-08-29 · cca9c3a11c56
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-08-29 · 47cbc55ff1de
- site_page: https://info.arxiv.org/about · fetched 2026-08-29 · a1f16f915a9a
- site_page: https://info.arxiv.org/labs/index.html · fetched 2026-08-29 · b14a8d05a0ec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| aitorzip/PyTorch-CycleGAN | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="aitorzip/PyTorch-CycleGAN")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem