from transformers import pipeline


def sort_images(image_files):
    pipe = pipeline("image-classification", model="Robys01/facial_age_estimator")

    def get_age(image):
        result = pipe(image)
        print(image, "age:", result[0]["label"])
        return result[0]["label"]
    

    image_files.sort(key=get_age)

    return image_files

if __name__ == "__main__":
    image_files = ["examples/3.png", "examples/1.png", "examples/2.png"]
    sorted_images = sort_images(image_files)


    print(sorted_images)