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Introduction to the Basics of CNNs

Explore the fundamentals of convolutional neural networks for image classification. Understand operations like 2D convolution, padding, stride, and pooling types. Gain hands-on skills with Python and PyTorch to create CNN layers and visualize feature maps, building a strong foundation for deep learning models.

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Chapter review

Image classification is one of the main tasks in the ...