Training & Optimization
CutMix
Data augmentation combining image patches and labels from two examples, improving robustness.
This concept is essential for understanding training & optimization and forms a key part of modern AI systems.
Related Concepts
- Data Augmentation
- Mixup
- Computer Vision
Tags
training-optimization data-augmentation mixup computer-vision
Related Terms
Computer Vision
The field of AI focused on enabling computers to understand and interpret visual information from images and videos.
Data Augmentation
Creating variations of training data through transformations (rotation, cropping, noise) to improve model generalization.
Mixup
Data augmentation creating synthetic examples by interpolating between training examples and their labels.