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Resources:

  • Stanford's CS231n: Deep Learning for Computer Vision link
  • University of Toronto CSC321 — Lecture 6: Backpropagation (Roger Grosse) link
  • Introduction to CNN's link
  • The Matrix Cookbook link
  • 3Blue1Brown Neural Network Playlist link
  • 3Blue1Brown Essence of Linear Algebra link
  • 3Blue1Brown Essence of Calculus link
  • Beej's Guide to Network Programming link
  • brainsslot.jp's Making a simple HTTP webserver in C link
  • MDN's Writing WebSocket server link
  • RFC 3174: US Secure Handshake (SHA-1) link
  • sha1-explained link
  • RFC 4648: The Base16, Base32, Base64 Encoding link
  • RFC 6455: The WebSocket protocol link

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A Convolutional Neural Network written by scratch in C++ and hosted on a web server by scratch, made interactive on a React Frontend (WIP)

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