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

sightmachine/SimpleCV

The Open Source Framework for Machine Vision observed · 2026-08-28

github.com/sightmachine/SimpleCV · homepage · Python · BSD-3-Clause (permissive) 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: 5496
  • days_rel: n/a
  • days_push: 621
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2730 stars · 787 forks observed · 2026-08-28

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

SimpleCV is an open-source Python framework that wraps OpenCV and other vision libraries behind a simple, readable API for cameras, image manipulation, feature extraction, and format conversion. It is aimed at making machine vision accessible to beginners, but the project is no longer actively maintained.

Use cases

  • capture images from a webcam in python
  • binarize and threshold images easily
  • find keypoints and features in images
  • learn computer vision without learning opencv internals
  • convert between image and video formats
  • prototype simple machine vision applications

When to choose

  • maintaining a legacy project already built on SimpleCV
  • teaching or learning basic computer vision concepts with minimal setup
  • quick prototypes where the old dependencies still work

When to avoid

  • starting any new computer vision project
  • needing active maintenance, updates, or community support
  • requiring modern deep-learning-based vision models
  • working with recent Python versions where compatibility may break

Facets

framework · maturity abandoned

computer-vision image-processing machine-learning computer-vision image-processing machine-learning python windows cross-platform opencv-wrapper machine-vision camera-capture legacy beginner-friendly linux macos

3 sources

Member repositories

RepositoryRoleHealth v2
sightmachine/SimpleCVmain32

For agents

markdown · JSON · MCP: product_card(name="sightmachine/SimpleCV")

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