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HIGH-PERFORMANCE REAL-TIME FACIAL LANDMARK
Client’s Need
A facial landmark detection solution optimized for mobile platforms, capable of running in real-time on both iOS and Android devices, with a high frame rate to ensure seamless user experience.
Objectives
- Develop optimized mobile-compatible facial landmark model
- Achieve real-time detection, 30 FPS
- Support both iOS and Android platforms
Our Approach
- Custom CNN model with 468 landmarks
- Pruned and quantized for efficiency
- Converted to Tensorflow-lite for mobile
Result
Real-time detection of 468 facial landmarks at 30 FPS on Samsung S20
Published:
September 28, 2024
Category:
Edge Computing
Client:
Oceanthemes
