18:42
2026-05-27
dev.to
machine-learning
When Preprocessing Helps-and When It Hurts: Why Your Image Classification Model's Accuracy Varies So Much
A developer conducted controlled experiments on CIFAR-10 using a Convolutional Neural Network and found that data preprocessing alone caused model accuracy to range from 65% to over 87%, with one case…