Path	Lines of Code
CONTRIBUTING.md	6
ISSUES.md	16
README.md	34
community/README.md	44
official/README-TPU.md	27
official/README.md	124
official/colab/decoding_api_in_tf_nlp.ipynb	492
official/colab/nlp/customize_encoder.ipynb	575
official/colab/nlp/nlp_modeling_library_intro.ipynb	544
official/legacy/albert/README.md	3
official/legacy/bert/README.md	314
official/legacy/bert/bert_cloud_tpu.md	94
official/legacy/detection/README.md	354
official/legacy/image_classification/README.md	162
official/legacy/image_classification/configs/examples/efficientnet/imagenet/efficientnet-b0-gpu.yaml	48
official/legacy/image_classification/configs/examples/efficientnet/imagenet/efficientnet-b0-tpu.yaml	48
official/legacy/image_classification/configs/examples/efficientnet/imagenet/efficientnet-b1-gpu.yaml	46
official/legacy/image_classification/configs/examples/efficientnet/imagenet/efficientnet-b1-tpu.yaml	48
official/legacy/image_classification/configs/examples/resnet/imagenet/gpu.yaml	46
official/legacy/image_classification/configs/examples/resnet/imagenet/tpu.yaml	51
official/legacy/image_classification/configs/examples/vgg16/imagenet/gpu.yaml	43
official/legacy/image_classification/resnet/README.md	96
official/legacy/transformer/README.md	170
official/nlp/MODEL_GARDEN.md	53
official/nlp/README.md	44
official/nlp/modeling/README.md	41
official/nlp/modeling/layers/README.md	106
official/nlp/modeling/losses/README.md	4
official/nlp/modeling/models/README.md	25
official/nlp/modeling/networks/README.md	31
official/nlp/xlnet/README.md	182
official/projects/README.md	7
official/projects/assemblenet/README.md	103
official/projects/basnet/README.md	29
official/projects/bigbird/README.md	81
official/projects/detr/README.md	32
official/projects/edgetpu/README.md	25
official/projects/edgetpu/nlp/README.md	84
official/projects/edgetpu/vision/README.md	212
official/projects/edgetpu/vision/serving/inference_visualization_tool.ipynb	309
official/projects/mobilebert/README.md	53
official/projects/movinet/README.md	335
official/projects/movinet/movinet_tutorial.ipynb	597
official/projects/nhnet/README.md	135
official/projects/roformer/README.md	13
official/projects/teams/README.md	15
official/projects/text_classification_example/README.md	89
official/projects/tn_bert/README.md	19
official/projects/vit/README.md	10
official/projects/volumetric_models/README.md	21
official/projects/yt8m/README.md	128
official/recommendation/README.md	57
official/recommendation/ranking/README.md	133
official/recommendation/ranking/preprocessing/README.md	91
official/utils/flags/README.md	75
official/utils/flags/guidelines.md	45
official/vision/beta/MODEL_GARDEN.md	155
official/vision/beta/README.md	1
official/vision/beta/projects/README.md	3
official/vision/beta/projects/centernet/README.md	64
official/vision/beta/projects/deepmac_maskrcnn/README.md	96
official/vision/beta/projects/example/README.md	176
official/vision/beta/projects/movinet/README.md	1
official/vision/beta/projects/panoptic_maskrcnn/README.md	83
official/vision/beta/projects/simclr/README.md	59
official/vision/beta/projects/video_ssl/README.md	43
official/vision/beta/projects/yolo/README.md	65
official/vision/detection/README.md	4
official/vision/image_classification/README.md	3
orbit/README.md	9
orbit/examples/__init__.py	1
orbit/examples/single_task/__init__.py	1
orbit/examples/single_task/single_task_evaluator.py	29
orbit/examples/single_task/single_task_evaluator_test.py	37
orbit/examples/single_task/single_task_trainer.py	48
orbit/examples/single_task/single_task_trainer_test.py	32
research/README.md	57
research/adversarial_text/README.md	124
research/attention_ocr/README.md	202
research/audioset/README.md	42
research/audioset/vggish/README.md	134
research/audioset/yamnet/README.md	97
research/autoaugment/README.md	47
research/cognitive_planning/README.md	126
research/cvt_text/README.md	27
research/deep_speech/README.md	59
research/deeplab/README.md	226
research/deeplab/core/dense_prediction_cell_branch5_top1_cityscapes.json	1
research/deeplab/deeplab_demo.ipynb	369
research/deeplab/evaluation/README.md	264
research/deeplab/g3doc/ade20k.md	86
research/deeplab/g3doc/cityscapes.md	131
research/deeplab/g3doc/export_model.md	18
research/deeplab/g3doc/faq.md	64
research/deeplab/g3doc/installation.md	54
research/deeplab/g3doc/model_zoo.md	197
research/deeplab/g3doc/pascal.md	132
research/deeplab/g3doc/quantize.md	78
research/deeplab/testing/info.md	5
research/delf/DETECTION.md	51
research/delf/EXTRACTION_MATCHING.md	65
research/delf/INSTALL_INSTRUCTIONS.md	119
research/delf/README.md	215
research/delf/delf/python/datasets/google_landmarks_dataset/README.md	95
research/delf/delf/python/delg/DELG_INSTRUCTIONS.md	141
research/delf/delf/python/detect_to_retrieve/DETECT_TO_RETRIEVE_INSTRUCTIONS.md	182
research/delf/delf/python/examples/__init__.py	1
research/delf/delf/python/examples/detector.py	13
research/delf/delf/python/examples/extract_boxes.py	131
research/delf/delf/python/examples/extract_features.py	81
research/delf/delf/python/examples/extractor.py	178
research/delf/delf/python/examples/match_images.py	96
research/delf/delf/python/training/README.md	263
research/delf/delf/python/training/global_features/README.md	145
research/efficient-hrl/README.md	46
research/efficient-hrl/environments/assets/ant.xml	80
research/lfads/README.md	184
research/lstm_object_detection/README.md	29
research/lstm_object_detection/g3doc/exporting_models.md	38
research/marco/README.md	50
research/object_detection/CONTRIBUTING.md	9
research/object_detection/README.md	176
research/object_detection/colab_tutorials/centernet_on_device.ipynb	762
research/object_detection/colab_tutorials/convert_odt_model_to_TFLite.ipynb	413
research/object_detection/colab_tutorials/deepmac_colab.ipynb	341
research/object_detection/colab_tutorials/eager_few_shot_od_training_tf2_colab.ipynb	685
research/object_detection/colab_tutorials/eager_few_shot_od_training_tflite.ipynb	730
research/object_detection/colab_tutorials/generate_ssd_anchor_box_aspect_ratios_using_k_means_clustering.ipynb	465
research/object_detection/colab_tutorials/inference_from_saved_model_tf2_colab.ipynb	313
research/object_detection/colab_tutorials/inference_tf2_colab.ipynb	470
research/object_detection/colab_tutorials/object_detection_tutorial.ipynb	635
research/object_detection/dockerfiles/android/README.md	53
research/object_detection/dockerfiles/tf1/README.md	8
research/object_detection/dockerfiles/tf2/README.md	8
research/object_detection/g3doc/challenge_evaluation.md	173
research/object_detection/g3doc/configuring_jobs.md	211
research/object_detection/g3doc/context_rcnn.md	156
research/object_detection/g3doc/deepmac.md	74
research/object_detection/g3doc/defining_your_own_model.md	113
research/object_detection/g3doc/evaluation_protocols.md	116
research/object_detection/g3doc/exporting_models.md	30
research/object_detection/g3doc/faq.md	23
research/object_detection/g3doc/instance_segmentation.md	80
research/object_detection/g3doc/oid_inference_and_evaluation.md	209
research/object_detection/g3doc/preparing_inputs.md	48
research/object_detection/g3doc/release_notes.md	265
research/object_detection/g3doc/running_notebook.md	14
research/object_detection/g3doc/running_on_mobile_tensorflowlite.md	136
research/object_detection/g3doc/running_on_mobile_tf2.md	135
research/object_detection/g3doc/running_pets.md	251
research/object_detection/g3doc/tf1.md	72
research/object_detection/g3doc/tf1_detection_zoo.md	164
research/object_detection/g3doc/tf1_training_and_evaluation.md	192
research/object_detection/g3doc/tf2.md	63
research/object_detection/g3doc/tf2_classification_zoo.md	22
research/object_detection/g3doc/tf2_detection_zoo.md	62
research/object_detection/g3doc/tf2_training_and_evaluation.md	227
research/object_detection/g3doc/tpu_compatibility.md	162
research/object_detection/g3doc/tpu_exporters.md	27
research/object_detection/g3doc/using_your_own_dataset.md	155
research/object_detection/samples/cloud/cloud.yml	8
research/object_detection/test_images/snapshot_serengeti/README.md	13
research/pcl_rl/README.md	85
research/rebar/README.md	108
research/seq_flow_lite/CONTRIBUTING.md	20
research/seq_flow_lite/README.md	56
research/seq_flow_lite/demo/colab/emotion_colab.ipynb	830
research/seq_flow_lite/demo/colab/move_ops.sh	15
research/seq_flow_lite/demo/colab/setup.py	28
research/seq_flow_lite/demo/colab/setup_workspace.sh	3
research/seq_flow_lite/demo/prado/prado_tflite_example.cc	116
research/slim/README.md	411
research/slim/nets/mobilenet/README.md	171
research/slim/nets/mobilenet_v1.md	107
research/slim/nets/nasnet/README.md	54
research/slim/slim_walkthrough.ipynb	1141
research/vid2depth/README.md	142