Computer Vision
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Computer Vision is a field that focuses on teaching computers to "see," or to do tasks that the human visual system can do. Famous applications of Computer Vision include facial recognition, self-driving vehicles, and optical character recognition (OCR).
If you're interested in getting started in Computer Vision, I recommend reading my Introduction to Convolutional Neural Networks (CNNs) first.
Easy Visual Question Answering
Co-Authored by Phillip Wang
A gentle introduction to Visual Question Answering (VQA) using neural networks.
ReadKeras for Beginners: Implementing a Convolutional Neural Network
A beginner-friendly guide on using Keras to implement a simple Convolutional Neural Network (CNN) in Python.
ReadCNNs, Part 2: Training a Convolutional Neural Network
A simple walkthrough of deriving backpropagation for CNNs and implementing it from scratch in Python.
ReadCNNs, Part 1: An Introduction to Convolutional Neural Networks
A simple guide to what CNNs are, how they work, and how to build one from scratch in Python.
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