Remove Noise.
Gaussian filter in hand, we convolve it with the noisy image using the cv2.filter2D() function. This process involves sliding the filter over each pixel of the image and computing the weighted average of neighboring pixels according to the filter’s coefficients. Indeed, noise removal is not magic.