google-ai-edge/mediapipe
Cross-platform, customizable ML solutions for live and streaming media. observed · 2026-10-15
Health v2 · maintenance only
95/100
- Activity 99
- Release rhythm 87
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 50.5
- age_days: 2686
- days_rel: 6
- days_push: 6
- n_releases_24m: 13
Adoption not part of the score
37288 stars · 6189 forks observed · 2026-10-15
What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-28, confidence 0.99
MediaPipe is an open‑source framework that provides cross‑platform, customizable machine‑learning pipelines for live and streaming media. It offers ready‑to‑use solutions for vision, audio, and text tasks, plus tools to train and benchmark custom models.
Use cases
- real‑time face detection in mobile apps
- hand‑gesture recognition for AR/VR experiences
- audio classification for on‑device speech commands
- object detection in video streams for robotics
- image segmentation in web‑based photo editors
- pose estimation for fitness tracking applications
When to choose
- You need on‑device ML that runs efficiently on Android, iOS, or web browsers.
- You want a ready‑made pipeline that can be quickly customized with your own data.
- Your project requires real‑time processing of video, audio, or image streams.
When to avoid
- You prefer a pure Python library without C++ dependencies.
- Your deployment target is a server‑side environment where heavyweight on‑device pipelines are unnecessary.
- You need deep integration with a specific deep‑learning framework not supported by MediaPipe.
Facets
framework · maturity active
computer-vision audio-processing video-processing image-processing artificial-intelligence computer-vision mobile-development windows on-device-ml cross-platform customizable mediapipe-solutions model-maker mediapipe-studio ml-inference audio-processing video android ios web desktop linux macos
2 sources
- readme: https://github.com/google-ai-edge/mediapipe · fetched 2026-10-15 · 5a37c40d42f0
- homepage: https://ai.google.dev/edge/mediapipe · fetched 2026-09-14 · cab96681bdce
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| google-ai-edge/mediapipe | main | 95 |
For agents
markdown · JSON · MCP: product_card(name="google-ai-edge/mediapipe")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem