Step 1: TheoryTheory Article
Data Augmentation in Computer Vision
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
Data Augmentation Exercise
Solve the challenges and apply your knowledge interactively.
Medium20 min estimated study
Overview
Artificially expand image datasets using crop, skew, and rotation filters.
Learning Objectives
- Configure coordinate shifts
- Verify model rotation invariance
Prerequisites
Item #54Custom Convnets Architectures
LockedTracking Control
Completion Reward+200 XP
Study Checklist
Studied theory resource
Completed practice exercise