How Neural Networks See the World: Convolution Math Explained with Pixels!
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How Neural Networks See the World: Convolution Math Explained with Pixels!
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Convolution is a mathematical operation that combines two functions together to form a third function. This third function is the convolution of the first two functions. In signal processing, convolution is used to combine signals to create a new signal. In image processing, convolution is used to apply a filter to an image, resulting in a modified image. Additionally, convolution is used in machine learning to generate feature maps from an input image by applying a convolutional network. The eq
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