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GTC ON-DEMAND

AI Application, Deployment & Inference
Presentation
Media
Visual Search at eBay
Speakers:
Abstract:
We'll share information and lessons learned from developing a scalable visual search engine to handle a massive volatile inventory like eBay. We'll describe how eBay data is challenging for visual search, how to leverage a single deep neural network to perform multiple tasks efficiently, how to deploy our solution in a distributed cloud infrastructure, and which optimizations we have made for a trade-off between relevance and latency. We'll give examples and insights to benefit computer vision practitioners in the industry who intend to build up visual search engines from scratch.
 
Topics:
AI Application, Deployment & Inference, Data Center & Cloud Infrastructure, Computer Vision
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8766
Streaming:
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