Training & Optimization
Cutout
Data augmentation randomly masking out square regions of images during training.
This concept is essential for understanding training & optimization and forms a key part of modern AI systems.
Related Concepts
- Data Augmentation
- Computer Vision
- Regularization
Tags
training-optimization data-augmentation computer-vision regularization
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.
Regularization
Techniques to prevent overfitting by adding constraints or penalties to the model (L1, L2, dropout, early stopping).