Opencv error -Unsupported depth of input image:

According to this answer https://stackoverflow.com/a/45956247/7683041, try:

img_float32 = np.float32(needed_multi_channel_img)
lab_image = cv.cvtColor(img_float32, cv.COLOR_RGB2HSV)