Computer Vision

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CNNs, Part 2: Training a Convolutional Neural Network

Machine Learning

A simple walkthrough of deriving backpropagation for CNNs and implementing it from scratch in Python.

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CNNs, Part 1: An Introduction to Convolutional Neural Networks

Machine Learning

A simple guide to what CNNs are, how they work, and how to build one from scratch in Python.

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