Orientation-Preserving Feature Space Augmentation for Enhanced Neural Network Training Table of Contents Network Architecture Convolutional Filters Layer 1 Layer 2 Feature Maps Maximum Activation Visualizations Network Architecture Convolutional Filters Layer 1 Layer 2 Feature Maps Maximum Activation Visualizations