Understanding Image Padding: How It Shapes Convolution & Preserves Details
Padding plays a crucial role in image processing by adding extra pixels around image borders to preserve spatial information during convolution. This detailed guide explains why padding is necessary, how it affects output size, and the different types of padding used in computer vision and deep learning applications.