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2019 GTC San Jose

S9566 - Face Recognition: from Scientific Research to Commercial Products

Session Speakers
Session Description

We'll discuss problems in face recognition such as face identification, verification, and attribute detection, and review the field's key technical components. This session will cover neural network design options, training strategies, and the physical meanings of the variant cost functions, as well as advanced issues involved in deploying face-recognition technologies, including scalability, lighting, training data, cross-domain learning and data augmentation strategies. In addiition, we'll discuss challenges involved in adapting face recognition from 2D to 3D signals and deploying face recognition in tangible products.


Additional Information
Computer Vision
AI/Deep Learning Research, Computer Vision, AI Application Deployment/Inference
Software, Media & Entertainment, Defense, Retail / Etail
Intermediate technical
Talk
50 minutes
Session Schedule