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all values in the resulting matrix. Fig 2. Convolution Operation on a matrix / Image 1.1. Stride: The number of pixels by which we are moving the filter over the input matrix is called a stride. 1.2. ReLU Activation Function: ReLU is the most commonly used activation function in the world. When