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