Lecture 4 - Edge Detection

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Full-course playlist 'CAP5415 Computer Vision - Fall 2023' from a curated course list (CAP5415 Computer Vision - UCF Fall 2023); uploader is official; playlist judged: Full official university computer vision course from UCF's Center for Research in Computer Vision, split into detailed sub-lecture segments covering real technical content.; title passed a strict title check; oEmbed verified.

What you'll learn

A 80-minute video from UCF CRCV: “Lecture 4 - Edge Detection”.

Programming & CS

Video by UCF CRCV, played through YouTube's embedded player.

29:17

Live Repetition Counting UCF CRCVProgramming & CS

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24:26

The Beauty of Bézier Curves Freya HolmérProgramming & CS

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CS50x 2024 - Lecture 0 - Scratch CS50Programming & CS

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RailsConf 2014 - All the Little Things by Sandi Metz ConfreaksProgramming & CS

190K views

29:17

Live Repetition Counting

UCF CRCV

A 29-minute video from UCF CRCV: “Live Repetition Counting”.

15:19

Mask R-CNN

UCF CRCV

A 15-minute video from UCF CRCV: “Mask R-CNN”.

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3Blue1Brown

Intro25.1M views

Builds up what a neural network actually is — neurons as numbers, layers, weights and biases — using handwritten-digit recognition as the running example.

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Andrej Karpathy

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Building a GPT-style language model from scratch in code, following 'Attention Is All You Need'.

Transformers, the tech behind LLMs | Deep Learning Chapter 5

3Blue1Brown

Intro11.6M views

How transformer models (the 'T' in GPT) turn text into vectors and predict the next token, step by step.

The spelled-out intro to neural networks and backpropagation: building micrograd

Andrej Karpathy

Intro4.41M views

Building micrograd, a tiny autograd engine, to understand backpropagation completely.

24:26

The Beauty of Bézier Curves

Freya Holmér

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Freya Holmér builds Bézier curves from linear interpolation up, covering de Casteljau's algorithm, derivatives, arc length and their use in games and graphics.

2:27:41

CS50x 2024 - Lecture 1 - C

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CS50x 2024 lecture 1: an introduction to C — syntax, types, conditionals, loops and compiling.

“Hello, world” from scratch on a 6502 — Part 1

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Building a computer around the 6502 processor on a breadboard and running 'Hello, world'.

Ruby Conf 12 - Y Not- Adventures in Functional Programming by Jim Weirich

Confreaks

65.7K views

Jim Weirich derives the Y combinator live, step by step, using nothing but Ruby lambdas, and along the way teaches the refactorings of lambda calculus.

2:04:55

CS50x 2024 - Lecture 0 - Scratch

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CS50x 2024 lecture 0: how computers represent information, algorithms, and first programs in Scratch.

RailsConf 2014 - All the Little Things by Sandi Metz

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Sandi Metz refactors the notorious Gilded Rose kata live, showing how small, disciplined steps and duplication-over-wrong-abstraction lead to clean object-oriented code.