Search Results for author: Valentin Bazarevsky

Found 6 papers, 3 papers with code

BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation

no code implementations23 Jun 2022 Ivan Grishchenko, Valentin Bazarevsky, Andrei Zanfir, Eduard Gabriel Bazavan, Mihai Zanfir, Richard Yee, Karthik Raveendran, Matsvei Zhdanovich, Matthias Grundmann, Cristian Sminchisescu

We present BlazePose GHUM Holistic, a lightweight neural network pipeline for 3D human body landmarks and pose estimation, specifically tailored to real-time on-device inference.

3D Human Pose Estimation

On-device Real-time Hand Gesture Recognition

no code implementations29 Oct 2021 George Sung, Kanstantsin Sokal, Esha Uboweja, Valentin Bazarevsky, Jonathan Baccash, Eduard Gabriel Bazavan, Chuo-Ling Chang, Matthias Grundmann

We present an on-device real-time hand gesture recognition (HGR) system, which detects a set of predefined static gestures from a single RGB camera.

Hand Gesture Recognition Hand-Gesture Recognition

MediaPipe Hands: On-device Real-time Hand Tracking

4 code implementations18 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.

BlazePose: On-device Real-time Body Pose tracking

7 code implementations17 Jun 2020 Valentin Bazarevsky, Ivan Grishchenko, Karthik Raveendran, Tyler Zhu, Fan Zhang, Matthias Grundmann

We present BlazePose, a lightweight convolutional neural network architecture for human pose estimation that is tailored for real-time inference on mobile devices.

3D Human Pose Estimation 3D Pose Estimation +3

Real-time Hair Segmentation and Recoloring on Mobile GPUs

no code implementations15 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.

BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs

9 code implementations11 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

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