564 citations · 840 across the 4 of their papers we have counts for
4 papers
Real-time Pupil Tracking from Monocular Video for Digital Puppetry
Artsiom Ablavatski, Andrey Vakunov, Ivan Grishchenko +2
We present a simple, real-time approach for pupil tracking from live video on mobile devices. Our method extends a state-of-the-art face mesh detector with two new components: a ti…
MediaPipe Hands: On-device Real-time Hand Tracking
Fan Zhang, Valentin Bazarevsky, Andrey Vakunov +4
We present a real-time on-device hand tracking pipeline that predicts hand skeleton from single RGB camera for AR/VR applications. The pipeline consists of two models: 1) a palm de…
Real-time Hair Segmentation and Recoloring on Mobile GPUs
Andrei Tkachenka, Gregory Karpiak, Andrey Vakunov +4
We present a novel approach for neural network-based hair segmentation from a single camera input specifically designed for real-time, mobile application. Our relatively small neur…
BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs
Valentin Bazarevsky, Yury Kartynnik, Andrey Vakunov +2
We present BlazeFace, a lightweight and well-performing face detector tailored for mobile GPU inference. It runs at a speed of 200-1000+ FPS on flagship devices. This super-realtim…