The AI Summit New York

2022 Agenda

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Presentation: Analyzing images in real-time to extract fields on mobile devices using ultra-fast machine learning

Dec 08, 2022
Next-Gen Applications Stage
  • Extracting key-fields from a variety of images and document types remains a challenging machine learning problem. 
  • The speed-limit for extracting information using cloud services such as AWS and Google Cloud remains in the ~3-5+ seconds range, too slow for utilizing video and augmented reality. 
  • We propose an ultra-fast on-device solution that extracts fields from invoices and receipts in the sub-second range, with speeds approaching 200ms on modern devices. 
  • Real-time scanning and extraction open new products and workflows.
Speakers
Eitan Anzenberg, Chief Data Scientist - Bill.com
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