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HolisticHumanClassifier

Live perception of simultaneous human pose, face landmarks, and hand tracking in real-time on mobile devices can enable various modern life applications: fitness and sport analysis, gesture control and sign language recognition, augmented reality try-on and effects. MediaPipe already offers fast and accurate, yet separate, solutions for these tasks. Combining them all in real-time into a semantically consistent end-to-end solution is a uniquely difficult problem requiring simultaneous inference of multiple, dependent neural networks.

Install / Use

/learn @aryasoni98/HolisticHumanClassifier
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

HolisticHumanClassifier

Holistic-Human-Classifier

MediaPipe Holistic

Live perception of simultaneous human pose, face landmarks, and hand tracking in real-time on mobile devices can enable various modern life applications: fitness and sport analysis, gesture control and sign language recognition, augmented reality try-on and effects. MediaPipe already offers fast and accurate, yet separate, solutions for these tasks. Combining them all in real-time into a semantically consistent end-to-end solution is a uniquely difficult problem requiring simultaneous inference of multiple, dependent neural networks.

Holistic

Result

Result

View on GitHub
GitHub Stars7
CategoryDevelopment
Updated2y ago
Forks0

Languages

JavaScript

Security Score

75/100

Audited on May 13, 2023

No findings