You can have access to the inner layers such as the backbone in Keras fashion. First you must run the object detection model similar as the notebook eager_few_shot_od_training_tf2_colab.ipynb, to get the backbone should detection_model.feature_extractor.classifaction_backbone, with that you can extract features.