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Abhishek Sundararajan · Mar 4, 2024

Machine Learning Jargon

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Conv2D Convolution is a process in which two signals are intertwined. In image processing, it is used to blur or sharpen images, or enhance edges etc. The first layer in a CNN (a neural network = multiple layers of perceptrons) is always a convolution operation. A convolution converts all the pixels in its receptive field into a single value. For example, if you would apply a convolution to an…

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