#on-the-fly augmentation

Real-Time Data Augmentation for Single-Class Segmentation Models: Frequency, Combinations, and Boundary Precision Explained

How many augmentations per image is enough? This guide breaks down on-the-fly augmentation strategy for single-class segmentation with 3,000 labeled images, covering controlled mixing, domain matching, and mask boundary precision.