def load_image(path): img = skimage.io.imread(path) yuv = cv2.cvtColor(np.float32(img), cv2.COLOR_RGB2YUV) img = img - vgg19.VGG_MEAN img = img[:,:,(2,1,0)] # rgb to bgr return img[np.newaxis, :, :, :], yuv