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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…

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