xunhuang1995/AdaIN-style
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization 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 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3453
- days_rel: n/a
- days_push: 3229
- n_releases_24m: 0
Adoption not part of the score
1567 stars · 199 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Torch (Lua) implementation of the ICCV 2017 paper 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization'. It applies arbitrary artistic styles to content images and videos in real time using a novel AdaIN layer with pre-trained VGG-19 and decoder models.
Use cases
- apply arbitrary painting styles to photos in real time
- stylize videos with a chosen art style
- reproduce AdaIN style transfer research results
- interpolate between multiple styles
- control content-style trade-off in stylization
When to choose
- you need real-time arbitrary neural style transfer on GPU
- you want the reference implementation of the AdaIN paper
- you work in Torch7/Lua and need a fast feed-forward stylization model
When to avoid
- you need a maintained PyTorch or TensorFlow implementation
- you have no GPU or Torch7 environment
- you need modern generative or diffusion-based stylization
Facets
library · maturity abandoned
image-processing deep-learning machine-learning computer-vision image-processing deep-learning artificial-intelligence lua style-transfer adain torch7 neural-style generative-art iccv-2017 real-time gpu linux
6 sources
- readme: https://github.com/xunhuang1995/AdaIN-style · fetched 2026-08-28 · a4e79f0e82ce
- homepage: https://arxiv.org/abs/1703.06868 · fetched 2026-08-29 · 34e41c5d3362
- 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 |
|---|---|---|
| xunhuang1995/AdaIN-style | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="xunhuang1995/AdaIN-style")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem