Using these packages in Python:

numpy, skimage, matplotlib.pyplot, and copy

Taking an image from the sci-kit learn library and writing functions to transform the image

Not sure how to construct:

-Flipping image upside down (top left becomes bottom left and top right becomes bottom right)

-Flipping image horizontally (top left becomes top right)

-Cropping the image to rectangle with range of pixels on the y-axis and range of pixels on x-axis

For each function, starting with def function_name(input): where the input is just the previously defined image