Ross ROSS = Recommend OSS · open-source software intelligence for agents

Kiteretsu77/APISR

APISR: Anime Production Inspired Real-World Anime Super-Resolution (CVPR 2024) observed · 2026-08-28

github.com/Kiteretsu77/APISR · Python · GPL-3.0 (copyleft) observed · 2026-08-28

Health v2 · maintenance only

37/100

  • Activity 47
  • Release rhythm 8
  • Longevity 65
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: 914
  • days_rel: n/a
  • days_push: 322
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1135 stars · 70 forks observed · 2026-08-28

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

APISR is a deep-learning based super-resolution tool that restores and enhances low-quality, low-resolution anime images and videos using techniques inspired by anime production pipelines. It provides pretrained upscaler weights (2x, 4x), a Gradio demo, and training code, published at CVPR 2024.

Use cases

  • upscale low-resolution anime images
  • enhance degraded anime video quality
  • restore real-world degraded anime screenshots
  • super-resolution for 2x and 4x anime upscaling
  • train a custom anime super-resolution model
  • run anime upscaling in a Gradio web demo

When to choose

  • you need to upscale or restore anime images or video frames
  • you want state-of-the-art anime-specific super-resolution rather than generic photo upscalers
  • you need pretrained 2x/4x weights or want to train your own model

When to avoid

  • you need to upscale real-world photographs rather than anime content
  • you need a lightweight CPU-only tool without GPU resources
  • you need a polished end-user application rather than a research codebase

Facets

library · maturity active

image-processing machine-learning deep-learning video-processing image-processing computer-vision machine-learning media python cross-platform super-resolution anime-upscaling image-restoration video-upscaling cvpr-2024 gradio-demo gpu

1 source

Member repositories

RepositoryRoleHealth v2
Kiteretsu77/APISRmain37

For agents

markdown · JSON · MCP: product_card(name="Kiteretsu77/APISR")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem