https://github.com/google/magritte

Mediapipe-based library to redact faces from videos and images
https://github.com/google/magritte

anonymization de-identification face-detection pii-detection

Last synced: 2 months ago
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Mediapipe-based library to redact faces from videos and images

• Host: GitHub
• URL: https://github.com/google/magritte
• Owner: google
• License: apache-2.0
• Created: 2021-02-22T23:50:23.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2023-09-29T13:13:38.000Z (over 1 year ago)
• Last Synced: 2024-08-02T14:05:49.176Z (5 months ago)
• Topics: anonymization, de-identification, face-detection, pii-detection
• Language: C++
• Homepage:
• Size: 322 KB
• Stars: 436
• Watchers: 14
• Forks: 16
• Open Issues: 6
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-privacy-engineering - Magritte - Google's Magritte is a MediaPipe-based library to redact faces from photos and videos. It provides processing graphs to reliably detect faces, track their movements in videos, and disguise the person's identity by obfuscating their face. (Awesome Privacy Engineering [](https://awesome.re) / Facial Recognition)

README

        
# Magritte

Magritte is a [MediaPipe](https://mediapipe.dev)-based library to redact faces

from photos and videos.

It provides *processing graphs* to reliably detect faces, track their movements

in videos, and disguise the person's identity by obfuscating their face.

Processing graphs are built from *feature subgraphs* that solve sub-problems

such as detecting or tracking faces (without recognizing them), determining the

area to be redacted, and applying de-identification effect to this area (e.g.,

blurring, pixelization or sticker redaction).

To get started, refer to our [GitHub page](https://google.github.io/magritte/).