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

Zeyi-Lin/HivisionIDPhotos

⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。 observed · 2026-08-28

github.com/Zeyi-Lin/HivisionIDPhotos · homepage · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

71/100

  • Activity 90
  • Release rhythm 40
  • Longevity 83
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: 1
  • age_days: 1172
  • days_rel: 589
  • days_push: 61
  • n_releases_24m: 16

Full methodology

Adoption not part of the score

21420 stars · 2477 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

HivisionIDPhotos is a lightweight AI tool that generates standard ID/passport photos from user images using offline matting models that run on CPU. It offers a Python library, Gradio demo, and FastAPI-based API service with Docker deployment.

Use cases

  • make passport photos from a selfie
  • remove background from ID photo
  • generate 6-inch print layout of ID photos
  • run offline ID photo generation on CPU
  • deploy ID photo API service with Docker
  • change ID photo background color

When to choose

  • you need standard-compliant ID photos generated automatically
  • you want fully offline CPU-only inference without GPU
  • you need an API or self-hosted service for photo processing

When to avoid

  • you need general-purpose photo editing beyond ID photos
  • you require cloud-scale high-throughput image processing
  • you need smart clothing replacement, which is still pending

Facets

library · maturity active

image-processing machine-learning computer-vision api-framework cli image-processing artificial-intelligence computer-vision photography python cross-platform self-hosted id-photo matting background-removal gradio fastapi passport-photo cpu-inference docker

2 sources

Member repositories

RepositoryRoleHealth v2
Zeyi-Lin/HivisionIDPhotosmain71

For agents

markdown · JSON · MCP: product_card(name="Zeyi-Lin/HivisionIDPhotos")

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