564 citations · 1.2k across the 10 of their papers we have counts for
12 papers
On-device Real-time Hand Gesture Recognition
George Sung, Kanstantsin Sokal, Esha Uboweja +5
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. The system consists of two part…
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations
Adel Ahmadyan, Liangkai Zhang, Jianing Wei +2
3D object detection has recently become popular due to many applications in robotics, augmented reality, autonomy, and image retrieval. We introduce the Objectron dataset to advanc…
Instant 3D Object Tracking with Applications in Augmented Reality
Adel Ahmadyan, Tingbo Hou, Jianing Wei +3
Tracking object poses in 3D is a crucial building block for Augmented Reality applications. We propose an instant motion tracking system that tracks an object's pose in space (repr…
Attention Mesh: High-fidelity Face Mesh Prediction in Real-time
Ivan Grishchenko, Artsiom Ablavatski, Yury Kartynnik +2
We present Attention Mesh, a lightweight architecture for 3D face mesh prediction that uses attention to semantically meaningful regions. Our neural network is designed for real-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…
BlazePose: On-device Real-time Body Pose tracking
Valentin Bazarevsky, Ivan Grishchenko, Karthik Raveendran +3
We present BlazePose, a lightweight convolutional neural network architecture for human pose estimation that is tailored for real-time inference on mobile devices. During inference…