564 citations · 1.4k across the 20 of their papers we have counts for
5 papers · 1 filter
Instant Motion Tracking and Its Applications to Augmented Reality
Jianing Wei, Genzhi Ye, Tyler Mullen +3
Augmented Reality (AR) brings immersive experiences to users. With recent advances in computer vision and mobile computing, AR has scaled across platforms, and has increased adopti…
Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs
Yury Kartynnik, Artsiom Ablavatski, Ivan Grishchenko +1
We present an end-to-end neural network-based model for inferring an approximate 3D mesh representation of a human face from single camera input for AR applications. The relatively…
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…
On-Device Neural Net Inference with Mobile GPUs
Juhyun Lee, Nikolay Chirkov, Ekaterina Ignasheva +6
On-device inference of machine learning models for mobile phones is desirable due to its lower latency and increased privacy. Running such a compute-intensive task solely on the mo…
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…