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ML solutions for Live Perception (TF Dev Summit '20)

Matthias Grundmann
Staff Research Scientist / Manager at Google
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TensorFlow Dev Summit 2020
March 11, 2020, Sunnyvale, USA
TensorFlow Dev Summit 2020
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ML solutions for Live Perception (TF Dev Summit '20)
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About speaker

Matthias Grundmann
Staff Research Scientist / Manager at Google

Leading group in Google Research with focus on mobile, on-device computational video and real-time GPU inference (aimatter). Specializing in technology for perception and augmentation: Tracking, face perception, stabilization, cinemagraphs, segmentation and AR.

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About the talk

Live Perception is a challenging scenario enabled by on-device ML, in real-time, and with low-latency. In this talk you will learn about best practices and how to use TensorFlow Lite and TF.js to enable Live Perception solutions by diving into the technical details of 3 unique ML solutions: Face Meshes, Hand Poses and Object cuboids.

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March 11, 2020
Sunnyvale
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199.16 K
dev, google, js, machine learning, ml, scaling, software , tensorflow, web

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