Deploying Computer Vision Models at Scale DevOps-Free - Reducing Deployment Time and Costs
Data Science Conference via YouTube
Overview
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Learn how to efficiently deploy computer vision models at scale through this 22-minute conference talk from Data Science Conference Europe 2023. Discover a powerful combination of traditional software engineering approaches and cutting-edge AWS tools that enabled Veriff to dramatically improve their deployment efficiency. Explore practical strategies that resulted in reducing model deployment time from 10 days to just 1 day while achieving a remarkable 75% reduction in inference costs. Gain valuable insights from Ricard Borras Navarra's experience in implementing DevOps-free solutions for large-scale computer vision model deployment.
Syllabus
Deploying computer vision models at scale devops-free | Ricard Borras Navarra | DSC Europe 23
Taught by
Data Science Conference