def METHOD_NAME():
    """Return mobilenet model."""
    model_url = "https://storage.googleapis.com/download.tensorflow.org/models/mobilenet_v1_2018_08_02/mobilenet_v1_1.0_224_quant.tgz"
    model_path = download_testdata(
        model_url, "mobilenet_v1_1.0_224_quant.tgz", module=["tf", "official"]
    )
    model_dir = os.path.dirname(model_path)
    extract(model_path)
    tflite_model_file = os.path.join(model_dir, "mobilenet_v1_1.0_224_quant.tflite")
    tflite_model_buf = open(tflite_model_file, "rb").read()
    try:
        import tflite
        return tflite.Model.GetRootAsModel(tflite_model_buf, 0)
    except AttributeError:
        import tflite.Model
        return tflite.Model.Model.GetRootAsModel(tflite_model_buf, 0)