Convolutional Networks with PyTorch: Image Recognition

In this lab, you'll build a Convolutional Neural Network (CNN) with PyTorch to perform image classification. You'll explore how filters detect features like edges and shapes, construct a CNN architecture, train it on image data, evaluate its performance using accuracy and confusion matrices, and visualize what the model learns through feature maps.