Code Archaeology

Sep 22, 2025 · Artificial Intelligence

Convolutional Neural Networks Explained: From Parameter Explosion to ResNet

This article explains convolutional neural networks from first principles, detailing convolution operations, pooling, key parameters, and a PyTorch implementation, while tracing historic models from LeNet to ResNet that shaped modern computer vision.