Task 1: Converting from RGB to Gray Scale Image Create the gray scale image, represented by the 2D Numpy array image_gray from the RGB image tensor image above. To do this, for each pixel (1,3), you can use the formula = 0.2125 x Rij +0.7154 x Gij + 0.0721 x Bij, where Yij denotes the intensity of that pixel in gray scale image image_gray , and Rij, Gij, Bij denotes the intensity of that pixel in the RGB image respectively. Of course in your code you're encouraged to use array implementations/functions instead of looping through every pixel