code: def crop_resize(img, size):
     
     if img.shape[0] < img.shape[1]:
         img = img.T
     # we crop image from center
     short_egde = min(img.shape[:2])
     yy = int((img.shape[0] - short_egde) / 2)
     xx = int((img.shape[1] - short_egde) / 2)
     crop_img = img[yy : yy + short_egde, xx : xx + short_egde]
     # resize to 64, 64
     resized_img = transform.resize(crop_img, (size, size))
     resized_img *= 255
     return resized_img.astype("uint8")
docs: crop center and resize