Скачать или смотреть TensorFlow for Computer Vision #4 - Convolutions From Scratch in Python | Better Data Science

Do you know how convolutions work? They are essentially just a bunch of addition and multiplication operations. This video will show you how to implement convolutions and convolutions with padding from scratch in Python and Numpy.

00:00 Introduction
00:55 Convolution theory
02:54 Dataset and image loading
06:20 Declaring convolution filters
07:27 Implementing a convolution from scratch
18:12 Implementing a convolution with padding from scratch
25:48 Outro

SOURCE CODE - https://github.com/better-data-scienc...

FOLLOW BETTER DATA SCIENCE
Website: https://betterdatascience.com
Medium:   / radecicdario  
Facebook:   / betterdatascience  
Twitter:   / betterdscience  
LinkedIn:   / better-data-science  

FREE “LEARN DATA SCIENCE MASTERPLAN” EBOOK
http://eepurl.com/g7Ot3L

GEAR I USE
M1 Pro MacBook Pro 16”: https://amzn.to/3flD5wb
LG 27UL850 4K (Monitor): https://amzn.to/34QYVpq
Logitech MX Keys (Keyboard): https://amzn.to/3tH2V6r
Logitech MX Master 3 (Mouse): https://amzn.to/3Kd2Vk2
Rode NT-USB (Microphone): https://amzn.to/3FmIgq9
Audio Technica ATH-M40X (Headphones): https://amzn.to/3Fqj4iM