expected_tensors = {
        fields.InputDataFields.image: input_image,
        fields.InputDataFields.groundtruth_boxes: [[0.2, 0.4, 0.1, 0.8]],
        fields.InputDataFields.groundtruth_classes: [1],
        fields.InputDataFields.groundtruth_is_crowd: [False],