Why My First Convolutional Neural Network Kept Overfitting (And How I Fixed It)

This article recounts the author's struggle with overfitting in their first Convolutional Neural Network for image classification, where high training accuracy contrasted with poor validation results. It aims to explain how to identify and resolve overfitting, offering practical advice to avoid common frustrations.