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Free computer vision course

Computer Vision and Multimodal AI

Module 02

Loading, Resizing, Color Spaces, and File Formats

By the end of this module you can load, resize and convert images without quietly destroying information - and explain why a resize that looks fine on screen can change what a model learns.

Units

  1. Unit 02.00: Reading a file without trusting its extension
  2. Unit 02.01: Resizing, and what it destroys
  3. Unit 02.02: Colour spaces and when each one helps
  4. Unit 02.03: Compression artefacts a model will happily learn
  5. Unit 02.04: A loader that fails loudly on a bad file

Module work