Optimize Vision Datasets: Augment and Analyze
by Coursera
Learn to improve computer vision models by optimizing datasets through analysis, augmentation, and preprocessing techniques on Coursera.
Why this course
- Covers critical aspects of vision dataset quality often overlooked in standard ML curricula
- Practical focus on real-world issues like corruption, blur, and deployment gaps
- Teaches actionable preprocessing and augmentation techniques applicable across domains
- Well-structured modules that build logically from analysis to implementation
