1.Which library is used to demonstrate convolutions on a 2D grayscale image in the given example?

QuestionBelow is the matrix of a 3x3 monochrome image:s = [[2, 1, 3], [4, 0, 2], [1, 5, 6]]And 2x2 weights:w = [[-1, -2], [1, 2]]Use the formula to determine the result of a two-dimensional convolution operation:

What is Convolution

What type of image operation can convolution perform?1 pointEdge detection SharpeningBlurringAll of the above

What can be achieved with convolution operations on Images?1 pointEdge DetectionImage SmoothingImage BlurringNoise FilteringAll of the above

In a Convolutional Neural Network, the operation helps detect spatial hierarchies in the input image.