Building Image Datasets and Labels

By the end of this module you can assemble an image dataset with labels you would defend: a written labelling rule, a check for class imbalance, and an honest note on what the set does not cover.

Units

1. Unit 05.00: The label schema is the hard part
2. Unit 05.01: Class imbalance you created by collecting
3. Unit 05.02: Splitting so the same scene is not on both sides
4. Unit 05.03: Augmentation that changes the label
5. Unit 05.04: Auditing a sample of labels by hand

Module work

• Activity
• Knowledge check
• Summary