219 citations · 223 across the 4 of their papers we have counts for
4 papers
FSboard: Over 3 million characters of ASL fingerspelling collected via smartphones
Manfred Georg, Garrett Tanzer, Saad Hassan +5
Progress in machine understanding of sign languages has been slow and hampered by limited data. In this paper, we present FSboard, an American Sign Language fingerspelling dataset…
On-device Real-time Custom Hand Gesture Recognition
Esha Uboweja, David Tian, Qifei Wang +5
Most existing hand gesture recognition (HGR) systems are limited to a predefined set of gestures. However, users and developers often want to recognize new, unseen gestures. This i…
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…
MediaPipe: A Framework for Building Perception Pipelines
Camillo Lugaresi, Jiuqiang Tang, Hadon Nash +11
Building applications that perceive the world around them is challenging. A developer needs to (a) select and develop corresponding machine learning algorithms and models, (b) buil…