2D Convolution Explained: Fundamental Operation in Computer Vision
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YouTubeCodeWithAfshan
2D Convolution Explained: Fundamental Operation in Computer Vision
Master the fundamentals of Convolutional Neural Networks (CNN) with this detailed mathematical walkthrough. In this lecture, we dive deep into the mechanics of feature extraction and the 2D convolution operation. What you will learn in this video: The Convolution Operation: A step-by-step look at how filters interact with input data ...
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AI • Machine Learning • Tech on Instagram: "Want to Learn Deep Learning? Join 7000+ Others in our Visually Explained Deep Learning Newsletter—learn industry knowledge with easy-to-read issues complete with math and visuals. It's completely FREE (link in bio 🔗). Convolutions are a core operation in image processing and convolutional neural networks (CNNs). They work by sliding a small grid of numbers, called a kernel or filter, across an image and computing weighted sums of nearby pixels. This l
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