ML Platform Podcast Tackling MLOps Challenges in Computer Vision with Marcin Tuszyński
May 9, 2023
Computer Vision expert Marcin Tuszyński discusses challenges in running CV systems at scale, infrastructure challenges including storage issues, MLOps components and package managers, difficulties in achieving reproducibility, trends and technologies in CV, and ways to stay updated with MLOps trends for CV.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 4min
Challenges in Running Computer Vision Systems at Scale
03:54 • 21min
Infrastructure and Storage Challenges
25:23 • 10min
Exploring MLOps Components and Package Managers
34:56 • 2min
Challenges in Achieving Reproducibility
36:59 • 5min
Trends and Technologies in Computer Vision
41:44 • 4min
Staying Updated with MLOps Trends and Technologies for Computer Vision
46:02 • 3min