BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs

10 code implementations • 11 Jul 2019 • Valentin Bazarevsky, Yury Kartynnik, Andrey Vakunov, Karthik Raveendran, Matthias Grundmann

We present BlazeFace, a lightweight and well-performing face detector tailored for mobile GPU inference.

Face Detection

MediaPipe Hands: On-device Real-time Hand Tracking

4 code implementations • 18 Jun 2020 • Fan Zhang, Valentin Bazarevsky, Andrey Vakunov, Andrei Tkachenka, George Sung, Chuo-Ling Chang, Matthias Grundmann

We present a real-time on-device hand tracking pipeline that predicts hand skeleton from single RGB camera for AR/VR applications.

Real-time Pupil Tracking from Monocular Video for Digital Puppetry

1 code implementation • 19 Jun 2020 • Artsiom Ablavatski, Andrey Vakunov, Ivan Grishchenko, Karthik Raveendran, Matsvei Zhdanovich

We present a simple, real-time approach for pupil tracking from live video on mobile devices.

Pupil Tracking

Real-time Hair Segmentation and Recoloring on Mobile GPUs

no code implementations • 15 Jul 2019 • Andrei Tkachenka, Gregory Karpiak, Andrey Vakunov, Yury Kartynnik, Artsiom Ablavatski, Valentin Bazarevsky, Siargey Pisarchyk

We present a novel approach for neural network-based hair segmentation from a single camera input specifically designed for real-time, mobile application.

Segmentation