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

linyiLYi/pose-monitor

“让爷康康”是一款手机 AI 应用程序,可以监测不良坐姿并进行语音提示 observed · 2026-08-28

github.com/linyiLYi/pose-monitor · Jupyter Notebook · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

23/100

  • Activity 0
  • Release rhythm 8
  • Longevity 100
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: 1406
  • days_rel: n/a
  • days_push: 1374
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2622 stars · 392 forks observed · 2026-08-28

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

An Android app that uses the camera to detect bad sitting posture in real time and gives voice reminders. It runs MoveNet pose estimation plus a fully connected posture classifier entirely on-device via TensorFlow Lite.

Use cases

  • monitor my sitting posture with my phone camera
  • get a voice alert when I slouch or lean my head forward
  • run pose estimation offline on Android
  • train a custom posture classification model
  • deploy a TensorFlow Lite model on a phone

When to choose

  • you want an on-device, privacy-friendly posture checker on Android
  • you want a reference project for MoveNet + TFLite mobile deployment
  • you want to retrain the classifier with your own pose data

When to avoid

  • you need iOS or desktop support
  • you need server-side or multi-camera posture analytics
  • you need a maintained product with ongoing updates

Facets

application · maturity maintenance

machine-learning computer-vision image-processing machine-learning computer-vision mobile-development healthcare pose-estimation posture-monitoring tensorflow-lite movenet on-device-ai voice-alerts android mobile

1 source

Member repositories

RepositoryRoleHealth v2
linyiLYi/pose-monitormain23

For agents

markdown · JSON · MCP: product_card(name="linyiLYi/pose-monitor")

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