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Deep Learning for Quality Inspection

  • today
  • access_time 2:15 - 2:45 PM ET
  • location_onRoom 315/316
  • blur_circularConference Session
  • monetization_onPaid Upgrade
In this talk, we’ll share two case studies from the manufacturing industry detailing the deployment of our product, Spyglass Visual Inspection, a real-time GPU-powered Deep Learning vision system for quality inspection. Leveraging a ResNet-based architecture, we’ve been able to dramatically improve visual inspection performance, delivering a 20-30X performance improvement over existing solutions, allowing our customers to make significant process improvements. We’ll share how our work fits into the broader context of deep learning, address the specific complexities of building, deploying, and maintaining Deep Learning based GPU systems on the edge in manufacturing environments, and detail how these process improvements drive significant ROI for manufactures.
  • Kevin Bird
    Senior Machine Learning Engineer
    Mariner-USA