Arizona State University
Preserving Detail in Image Inputs: Better image compression for computer vision datasets
Given real-world constraints on memory and processing time, images are often downsampled before they’re fed into a neural network. But the process removes fine details, and that degrades accuracy. A new technique squeezes images with less compromise.