path	# lines of code
scripts/diff.js	100
scripts/test-util.js	10
scripts/make-version.js	35
scripts/tag-version.js	29
universal-sentence-encoder/rollup.config.js	64
universal-sentence-encoder/cloudbuild.yml	36
universal-sentence-encoder/src/index.ts	64
universal-sentence-encoder/src/util.ts	7
universal-sentence-encoder/src/version.ts	2
universal-sentence-encoder/src/tokenizer/index.ts	91
universal-sentence-encoder/src/tokenizer/trie.ts	47
universal-sentence-encoder/src/use_qna.ts	91
model-playground/karma-ci.conf.js	93
model-playground/cloudbuild.yml	42
model-playground/src/test.ts	11
model-playground/src/index.html	14
model-playground/src/variables.scss	1
model-playground/src/environments/environment.ts	3
model-playground/src/environments/environment.prod.ts	3
model-playground/src/app/app/app.component.scss	10
model-playground/src/app/app/app.component.html	6
model-playground/src/app/app/app.component.ts	23
model-playground/src/app/app/app.module.ts	58
model-playground/src/app/components/navigation_tree/navigation_tree.module.ts	10
model-playground/src/app/components/navigation_tree/navigation_tree.component.html	11
model-playground/src/app/components/navigation_tree/navigation_tree.component.ts	29
model-playground/src/app/components/navigation_tree/navigation_tree.component.scss	23
model-playground/src/app/services/model_item_service.ts	24
model-playground/src/app/common/types.ts	3
model-playground/src/app/store/selectors.ts	16
model-playground/src/app/store/state.ts	12
model-playground/src/app/store/reducers.ts	12
model-playground/src/app/store/actions.ts	10
model-playground/src/app/models/model_item.ts	3
model-playground/src/app/models/object_detection/cocossd_tfjs.ts	6
model-playground/src/app/models/image_classification/mobilenet_tflite.ts	6
model-playground/src/app/models/image_classification/mobilenet_tfjs.ts	6
model-playground/src/polyfills.ts	1
model-playground/src/theme.scss	19
model-playground/src/main.ts	14
model-playground/src/styles.scss	9
qna/rollup.config.js	72
qna/cloudbuild.yml	36
qna/src/index.ts	2
qna/src/version.ts	2
qna/src/bert_tokenizer.ts	204
qna/src/question_and_answer.ts	254
speech-commands/rollup.config.js	57
speech-commands/cloudbuild.yml	36
speech-commands/training/soft-fft/cli.ts	113
speech-commands/training/soft-fft/utils/types.ts	33
speech-commands/training/soft-fft/utils/audio_utils.ts	184
speech-commands/training/soft-fft/utils/dataset.ts	24
speech-commands/training/soft-fft/utils/circular_audio_buffer.ts	57
speech-commands/training/soft-fft/dataset.ts	19
speech-commands/training/soft-fft/wav_file_feature_extractor.ts	68
speech-commands/training/soft-fft/audio_model.ts	149
speech-commands/src/index.ts	43
speech-commands/src/version.ts	2
speech-commands/src/browser_test_utils.ts	46
speech-commands/src/types.ts	125
speech-commands/src/browser_fft_extractor.ts	209
speech-commands/src/browser_fft_utils.ts	70
speech-commands/src/dataset.ts	645
speech-commands/src/training_utils.ts	110
speech-commands/src/generic_utils.ts	52
speech-commands/src/browser_fft_recognizer.ts	1164
body-segmentation/rollup.config.js	59
body-segmentation/cloudbuild.yml	42
body-segmentation/src/index.ts	8
body-segmentation/src/selfie_segmentation_mediapipe/constants.ts	10
body-segmentation/src/selfie_segmentation_mediapipe/segmenter_utils.ts	31
body-segmentation/src/selfie_segmentation_mediapipe/types.ts	15
body-segmentation/src/selfie_segmentation_mediapipe/segmenter.ts	105
body-segmentation/src/shared/calculators/sigmoid.ts	2
body-segmentation/src/shared/calculators/get_rotated_sub_rect_to_rect_transformation_matrix.ts	33
body-segmentation/src/shared/calculators/interfaces/shape_interfaces.ts	35
body-segmentation/src/shared/calculators/interfaces/common_interfaces.ts	58
body-segmentation/src/shared/calculators/interfaces/config_interfaces.ts	118
body-segmentation/src/shared/calculators/render_util.ts	458
body-segmentation/src/shared/calculators/remove_landmark_letterbox.ts	13
body-segmentation/src/shared/calculators/constants.ts	3
body-segmentation/src/shared/calculators/calculate_landmark_projection.ts	25
body-segmentation/src/shared/calculators/non_max_suppression.ts	23
body-segmentation/src/shared/calculators/tensors_to_landmarks.ts	47
body-segmentation/src/shared/calculators/tensors_to_detections.ts	167
body-segmentation/src/shared/calculators/calculate_world_landmark_projection.ts	18
body-segmentation/src/shared/calculators/calculate_alignment_points_rects.ts	32
body-segmentation/src/shared/calculators/remove_detection_letterbox.ts	33
body-segmentation/src/shared/calculators/calculate_score_copy.ts	14
body-segmentation/src/shared/calculators/shift_image_value.ts	9
body-segmentation/src/shared/calculators/calculate_inverse_matrix.ts	53
body-segmentation/src/shared/calculators/image_utils.ts	127
body-segmentation/src/shared/calculators/refine_landmarks_from_heatmap.ts	51
body-segmentation/src/shared/calculators/normalized_keypoints_to_keypoints.ts	15
body-segmentation/src/shared/calculators/is_video.ts	4
body-segmentation/src/shared/calculators/tensors_to_segmentation.ts	34
body-segmentation/src/shared/calculators/segmentation_smoothing.ts	90
body-segmentation/src/shared/calculators/create_ssd_anchors.ts	95
body-segmentation/src/shared/calculators/landmarks_to_detection.ts	22
body-segmentation/src/shared/calculators/transform_rect.ts	48
body-segmentation/src/shared/calculators/mask_util.ts	53
body-segmentation/src/shared/calculators/convert_image_to_tensor.ts	43
body-segmentation/src/shared/calculators/keypoints_to_normalized_keypoints.ts	11
body-segmentation/src/shared/calculators/association_norm_rect.ts	46
body-segmentation/src/shared/calculators/get_object_scale.ts	6
body-segmentation/src/shared/calculators/detector_inference.ts	19
body-segmentation/src/shared/calculators/split_detection_result.ts	9
body-segmentation/src/shared/calculators/detection_to_rect.ts	79
body-segmentation/src/shared/filters/low_pass_filter.ts	14
body-segmentation/src/shared/filters/relative_velocity_filter.ts	43
body-segmentation/src/shared/filters/keypoints_one_euro_filter.ts	43
body-segmentation/src/shared/filters/keypoints_smoothing.ts	40
body-segmentation/src/shared/filters/one_euro_filter.ts	55
body-segmentation/src/shared/filters/visibility_smoothing.ts	29
body-segmentation/src/shared/filters/keypoints_velocity_filter.ts	44
body-segmentation/src/body_pix/impl/decode_part_map.ts	44
body-segmentation/src/body_pix/impl/index.ts	5
body-segmentation/src/body_pix/impl/base_model.ts	57
body-segmentation/src/body_pix/impl/saved_models.ts	23
body-segmentation/src/body_pix/impl/mobilenet.ts	29
body-segmentation/src/body_pix/impl/util.ts	284
body-segmentation/src/body_pix/impl/blur.ts	25
body-segmentation/src/body_pix/impl/resnet.ts	30
body-segmentation/src/body_pix/impl/output_rendering_util.ts	389
body-segmentation/src/body_pix/impl/single_person/argmax2d.ts	17
body-segmentation/src/body_pix/impl/single_person/util.ts	45
body-segmentation/src/body_pix/impl/single_person/decode_single_pose.ts	32
body-segmentation/src/body_pix/impl/types.ts	67
body-segmentation/src/body_pix/impl/part_channels.ts	26
body-segmentation/src/body_pix/impl/multi_person/util.ts	55
body-segmentation/src/body_pix/impl/multi_person/decode_multiple_masks_webgl.ts	118
body-segmentation/src/body_pix/impl/multi_person/max_heap.ts	2
body-segmentation/src/body_pix/impl/multi_person/decode_instance_masks.ts	91
body-segmentation/src/body_pix/impl/multi_person/build_part_with_score_queue.ts	47
body-segmentation/src/body_pix/impl/multi_person/decode_multiple_poses.ts	110
body-segmentation/src/body_pix/impl/multi_person/decode_multiple_masks_cpu.ts	86
body-segmentation/src/body_pix/impl/multi_person/decode_pose.ts	102
body-segmentation/src/body_pix/impl/keypoints.ts	38
body-segmentation/src/body_pix/impl/body_pix_model.ts	649
body-segmentation/src/body_pix/constants.ts	19
body-segmentation/src/body_pix/types.ts	10
body-segmentation/src/body_pix/segmenter.ts	114
body-segmentation/src/selfie_segmentation_tfjs/constants.ts	34
body-segmentation/src/selfie_segmentation_tfjs/segmenter_utils.ts	43
body-segmentation/src/selfie_segmentation_tfjs/types.ts	9
body-segmentation/src/selfie_segmentation_tfjs/segmenter.ts	86
body-segmentation/src/types.ts	10
body-segmentation/src/create_segmenter.ts	40
body-segmentation/src/body_segmenter.ts	15
handpose/rollup.config.js	56
handpose/cloudbuild.yml	36
handpose/src/box.ts	56
handpose/src/index.ts	103
handpose/src/util.ts	79
handpose/src/version.ts	2
handpose/src/hand.ts	121
handpose/src/keypoints.ts	8
handpose/src/rotate_webgpu.ts	1
handpose/src/pipeline.ts	197
presubmit.ts	58
posenet/rollup.config.js	55
posenet/cloudbuild.yml	30
posenet/src/index.ts	9
posenet/src/base_model.ts	45
posenet/src/mobilenet.ts	11
posenet/src/util.ts	210
posenet/src/model_weights.ts	25
posenet/src/version.ts	2
posenet/src/resnet.ts	12
posenet/src/checkpoints.ts	23
posenet/src/posenet_model.ts	254
posenet/src/multi_pose/util.ts	46
posenet/src/multi_pose/max_heap.ts	2
posenet/src/multi_pose/build_part_with_score_queue.ts	47
posenet/src/multi_pose/decode_multiple_poses.ts	110
posenet/src/multi_pose/decode_pose.ts	102
posenet/src/types.ts	38
posenet/src/single_pose/argmax2d.ts	17
posenet/src/single_pose/util.ts	48
posenet/src/single_pose/decode_single_pose.ts	34
posenet/src/keypoints.ts	63
blazeface/rollup.config.js	54
blazeface/cloudbuild.yml	36
blazeface/src/box.ts	23
blazeface/src/index.ts	40
blazeface/src/version.ts	2
blazeface/src/face.ts	331
shared/calculators/sigmoid.ts	2
shared/calculators/get_rotated_sub_rect_to_rect_transformation_matrix.ts	33
shared/calculators/interfaces/shape_interfaces.ts	35
shared/calculators/interfaces/common_interfaces.ts	58
shared/calculators/interfaces/config_interfaces.ts	118
shared/calculators/render_util.ts	458
shared/calculators/remove_landmark_letterbox.ts	13
shared/calculators/constants.ts	3
shared/calculators/calculate_landmark_projection.ts	25
shared/calculators/non_max_suppression.ts	23
shared/calculators/tensors_to_landmarks.ts	47
shared/calculators/tensors_to_detections.ts	167
shared/calculators/calculate_world_landmark_projection.ts	18
shared/calculators/calculate_alignment_points_rects.ts	32
shared/calculators/remove_detection_letterbox.ts	33
shared/calculators/calculate_score_copy.ts	14
shared/calculators/shift_image_value.ts	9
shared/calculators/calculate_inverse_matrix.ts	53
shared/calculators/image_utils.ts	127
shared/calculators/refine_landmarks_from_heatmap.ts	51
shared/calculators/normalized_keypoints_to_keypoints.ts	15
shared/calculators/is_video.ts	4
shared/calculators/tensors_to_segmentation.ts	34
shared/calculators/segmentation_smoothing.ts	90
shared/calculators/create_ssd_anchors.ts	95
shared/calculators/landmarks_to_detection.ts	22
shared/calculators/transform_rect.ts	48
shared/calculators/mask_util.ts	53
shared/calculators/convert_image_to_tensor.ts	43
shared/calculators/keypoints_to_normalized_keypoints.ts	11
shared/calculators/association_norm_rect.ts	46
shared/calculators/get_object_scale.ts	6
shared/calculators/detector_inference.ts	19
shared/calculators/split_detection_result.ts	9
shared/calculators/detection_to_rect.ts	79
shared/filters/low_pass_filter.ts	14
shared/filters/relative_velocity_filter.ts	43
shared/filters/keypoints_one_euro_filter.ts	43
shared/filters/keypoints_smoothing.ts	40
shared/filters/one_euro_filter.ts	55
shared/filters/visibility_smoothing.ts	29
shared/filters/keypoints_velocity_filter.ts	44
pose-detection/rollup.config.js	57
pose-detection/cloudbuild.yml	48
pose-detection/src/index.ts	22
pose-detection/src/util.ts	43
pose-detection/src/constants.ts	63
pose-detection/src/version.ts	2
pose-detection/src/posenet/constants.ts	41
pose-detection/src/posenet/load_utils.ts	39
pose-detection/src/posenet/types.ts	36
pose-detection/src/posenet/detector.ts	118
pose-detection/src/posenet/detector_utils.ts	96
pose-detection/src/posenet/calculators/flip_poses.ts	11
pose-detection/src/posenet/calculators/decode_single_pose.ts	33
pose-detection/src/posenet/calculators/decode_multiple_poses_util.ts	198
pose-detection/src/posenet/calculators/max_heap.ts	2
pose-detection/src/posenet/calculators/scale_poses.ts	23
pose-detection/src/posenet/calculators/decode_single_pose_util.ts	66
pose-detection/src/posenet/calculators/build_part_with_score_queue.ts	48
pose-detection/src/posenet/calculators/decode_multiple_poses.ts	34
pose-detection/src/shared/calculators/sigmoid.ts	2
pose-detection/src/shared/calculators/get_rotated_sub_rect_to_rect_transformation_matrix.ts	33
pose-detection/src/shared/calculators/interfaces/shape_interfaces.ts	35
pose-detection/src/shared/calculators/interfaces/common_interfaces.ts	58
pose-detection/src/shared/calculators/interfaces/config_interfaces.ts	118
pose-detection/src/shared/calculators/render_util.ts	458
pose-detection/src/shared/calculators/remove_landmark_letterbox.ts	13
pose-detection/src/shared/calculators/constants.ts	3
pose-detection/src/shared/calculators/calculate_landmark_projection.ts	25
pose-detection/src/shared/calculators/non_max_suppression.ts	23
pose-detection/src/shared/calculators/tensors_to_landmarks.ts	47
pose-detection/src/shared/calculators/tensors_to_detections.ts	167
pose-detection/src/shared/calculators/calculate_world_landmark_projection.ts	18
pose-detection/src/shared/calculators/calculate_alignment_points_rects.ts	32
pose-detection/src/shared/calculators/remove_detection_letterbox.ts	33
pose-detection/src/shared/calculators/calculate_score_copy.ts	14
pose-detection/src/shared/calculators/shift_image_value.ts	9
pose-detection/src/shared/calculators/calculate_inverse_matrix.ts	53
pose-detection/src/shared/calculators/image_utils.ts	127
pose-detection/src/shared/calculators/refine_landmarks_from_heatmap.ts	51
pose-detection/src/shared/calculators/normalized_keypoints_to_keypoints.ts	15
pose-detection/src/shared/calculators/is_video.ts	4
pose-detection/src/shared/calculators/tensors_to_segmentation.ts	34
pose-detection/src/shared/calculators/segmentation_smoothing.ts	90
pose-detection/src/shared/calculators/create_ssd_anchors.ts	95
pose-detection/src/shared/calculators/landmarks_to_detection.ts	22
pose-detection/src/shared/calculators/transform_rect.ts	48
pose-detection/src/shared/calculators/mask_util.ts	53
pose-detection/src/shared/calculators/convert_image_to_tensor.ts	43
pose-detection/src/shared/calculators/keypoints_to_normalized_keypoints.ts	11
pose-detection/src/shared/calculators/association_norm_rect.ts	46
pose-detection/src/shared/calculators/get_object_scale.ts	6
pose-detection/src/shared/calculators/detector_inference.ts	19
pose-detection/src/shared/calculators/split_detection_result.ts	9
pose-detection/src/shared/calculators/detection_to_rect.ts	79
pose-detection/src/shared/filters/low_pass_filter.ts	14
pose-detection/src/shared/filters/relative_velocity_filter.ts	43
pose-detection/src/shared/filters/keypoints_one_euro_filter.ts	43
pose-detection/src/shared/filters/keypoints_smoothing.ts	40
pose-detection/src/shared/filters/one_euro_filter.ts	55
pose-detection/src/shared/filters/visibility_smoothing.ts	29
pose-detection/src/shared/filters/keypoints_velocity_filter.ts	44
pose-detection/src/blazepose_tfjs/constants.ts	146
pose-detection/src/blazepose_tfjs/types.ts	9
pose-detection/src/blazepose_tfjs/detector.ts	469
pose-detection/src/blazepose_tfjs/detector_utils.ts	62
pose-detection/src/types.ts	27
pose-detection/src/movenet/constants.ts	58
pose-detection/src/movenet/types.ts	15
pose-detection/src/movenet/crop_utils.ts	147
pose-detection/src/movenet/detector.ts	389
pose-detection/src/movenet/detector_utils.ts	107
pose-detection/src/create_detector.ts	40
pose-detection/src/blazepose_mediapipe/constants.ts	13
pose-detection/src/blazepose_mediapipe/types.ts	16
pose-detection/src/blazepose_mediapipe/detector.ts	139
pose-detection/src/blazepose_mediapipe/detector_utils.ts	48
pose-detection/src/calculators/interfaces/common_interfaces.ts	9
pose-detection/src/calculators/interfaces/config_interfaces.ts	13
pose-detection/src/calculators/keypoint_tracker.ts	62
pose-detection/src/calculators/tracker_utils.ts	34
pose-detection/src/calculators/types.ts	4
pose-detection/src/calculators/tracker.ts	100
pose-detection/src/calculators/bounding_box_tracker.ts	31
pose-detection/src/pose_detector.ts	14
toxicity/rollup.config.js	54
toxicity/cloudbuild.yml	36
toxicity/src/index.ts	93
toxicity/src/util.ts	8
toxicity/src/version.ts	2
mobilenet/rollup.config.js	55
mobilenet/cloudbuild.yml	36
mobilenet/src/index.ts	184
mobilenet/src/version.ts	2
mobilenet/src/imagenet_classes.ts	1023
face-landmarks-detection/rollup.config.js	59
face-landmarks-detection/cloudbuild.yml	42
face-landmarks-detection/src/index.ts	6
face-landmarks-detection/src/util.ts	19
face-landmarks-detection/src/constants.ts	27
face-landmarks-detection/src/shared/calculators/sigmoid.ts	2
face-landmarks-detection/src/shared/calculators/get_rotated_sub_rect_to_rect_transformation_matrix.ts	33
face-landmarks-detection/src/shared/calculators/interfaces/shape_interfaces.ts	35
face-landmarks-detection/src/shared/calculators/interfaces/common_interfaces.ts	58
face-landmarks-detection/src/shared/calculators/interfaces/config_interfaces.ts	118
face-landmarks-detection/src/shared/calculators/render_util.ts	458
face-landmarks-detection/src/shared/calculators/remove_landmark_letterbox.ts	13
face-landmarks-detection/src/shared/calculators/constants.ts	3
face-landmarks-detection/src/shared/calculators/calculate_landmark_projection.ts	25
face-landmarks-detection/src/shared/calculators/non_max_suppression.ts	23
face-landmarks-detection/src/shared/calculators/tensors_to_landmarks.ts	47
face-landmarks-detection/src/shared/calculators/tensors_to_detections.ts	167
face-landmarks-detection/src/shared/calculators/calculate_world_landmark_projection.ts	18
face-landmarks-detection/src/shared/calculators/calculate_alignment_points_rects.ts	32
face-landmarks-detection/src/shared/calculators/remove_detection_letterbox.ts	33
face-landmarks-detection/src/shared/calculators/calculate_score_copy.ts	14
face-landmarks-detection/src/shared/calculators/shift_image_value.ts	9
face-landmarks-detection/src/shared/calculators/calculate_inverse_matrix.ts	53
face-landmarks-detection/src/shared/calculators/image_utils.ts	127
face-landmarks-detection/src/shared/calculators/refine_landmarks_from_heatmap.ts	51
face-landmarks-detection/src/shared/calculators/normalized_keypoints_to_keypoints.ts	15
face-landmarks-detection/src/shared/calculators/is_video.ts	4
face-landmarks-detection/src/shared/calculators/tensors_to_segmentation.ts	34
face-landmarks-detection/src/shared/calculators/segmentation_smoothing.ts	90
face-landmarks-detection/src/shared/calculators/create_ssd_anchors.ts	95
face-landmarks-detection/src/shared/calculators/landmarks_to_detection.ts	22
face-landmarks-detection/src/shared/calculators/transform_rect.ts	48
face-landmarks-detection/src/shared/calculators/mask_util.ts	53
face-landmarks-detection/src/shared/calculators/convert_image_to_tensor.ts	43
face-landmarks-detection/src/shared/calculators/keypoints_to_normalized_keypoints.ts	11
face-landmarks-detection/src/shared/calculators/association_norm_rect.ts	46
face-landmarks-detection/src/shared/calculators/get_object_scale.ts	6
face-landmarks-detection/src/shared/calculators/detector_inference.ts	19
face-landmarks-detection/src/shared/calculators/split_detection_result.ts	9
face-landmarks-detection/src/shared/calculators/detection_to_rect.ts	79
face-landmarks-detection/src/shared/filters/low_pass_filter.ts	14
face-landmarks-detection/src/shared/filters/relative_velocity_filter.ts	43
face-landmarks-detection/src/shared/filters/keypoints_one_euro_filter.ts	43
face-landmarks-detection/src/shared/filters/keypoints_smoothing.ts	40
face-landmarks-detection/src/shared/filters/one_euro_filter.ts	55
face-landmarks-detection/src/shared/filters/visibility_smoothing.ts	29
face-landmarks-detection/src/shared/filters/keypoints_velocity_filter.ts	44
face-landmarks-detection/src/types.ts	18
face-landmarks-detection/src/mediapipe/constants.ts	12
face-landmarks-detection/src/mediapipe/types.ts	13
face-landmarks-detection/src/mediapipe/detector.ts	100
face-landmarks-detection/src/mediapipe/detector_utils.ts	34
face-landmarks-detection/src/face_detector.ts	10
face-landmarks-detection/src/create_detector.ts	29
coco-ssd/rollup.config.js	128
coco-ssd/cloudbuild.yml	36
coco-ssd/src/index.ts	147
coco-ssd/src/version.ts	2
coco-ssd/src/classes.ts	407
tasks/rollup.config.js	79
tasks/cloudbuild.yml	42
tasks/src/utils.ts	3
tasks/src/index.ts	6
tasks/src/task_model.ts	46
tasks/src/version.ts	2
tasks/src/package_loader.ts	47
tasks/src/tasks/all_tasks.ts	103
tasks/src/tasks/nl_classification/custom_model_tflite.ts	43
tasks/src/tasks/nl_classification/tflite_common.ts	65
tasks/src/tasks/nl_classification/common.ts	9
tasks/src/tasks/sentiment_detection/toxicity_tfjs.ts	66
tasks/src/tasks/sentiment_detection/movie_review_tflite.ts	77
tasks/src/tasks/sentiment_detection/common.ts	16
tasks/src/tasks/question_and_answer/custom_model_tflite.ts	45
tasks/src/tasks/question_and_answer/bert_qa_tfjs.ts	57
tasks/src/tasks/question_and_answer/tflite_common.ts	29
tasks/src/tasks/question_and_answer/common.ts	15
tasks/src/tasks/question_and_answer/bert_qa_tflite.ts	32
tasks/src/tasks/common.ts	73
tasks/src/tasks/object_detection/custom_model_tflite.ts	44
tasks/src/tasks/object_detection/tflite_common.ts	33
tasks/src/tasks/object_detection/common.ts	20
tasks/src/tasks/object_detection/cocossd_tfjs.ts	77
tasks/src/tasks/object_detection/cocossd_tflite.ts	34
tasks/src/tasks/image_segmentation/custom_model_tflite.ts	44
tasks/src/tasks/image_segmentation/deeplab_tflite.ts	34
tasks/src/tasks/image_segmentation/tflite_common.ts	52
tasks/src/tasks/image_segmentation/common.ts	21
tasks/src/tasks/image_segmentation/deeplab_tfjs.ts	80
tasks/src/tasks/image_classification/custom_model_tflite.ts	45
tasks/src/tasks/image_classification/mobilenet_tflite.ts	53
tasks/src/tasks/image_classification/tflite_common.ts	33
tasks/src/tasks/image_classification/common.ts	11
tasks/src/tasks/image_classification/mobilenet_tfjs.ts	64
hand-pose-detection/rollup.config.js	59
hand-pose-detection/cloudbuild.yml	42
hand-pose-detection/src/index.ts	5
hand-pose-detection/src/tfjs/constants.ts	111
hand-pose-detection/src/tfjs/types.ts	9
hand-pose-detection/src/tfjs/detector.ts	230
hand-pose-detection/src/tfjs/detector_utils.ts	58
hand-pose-detection/src/tfjs/calculators/hand_landmarks_to_rect.ts	74
hand-pose-detection/src/constants.ts	35
hand-pose-detection/src/hand_detector.ts	11
hand-pose-detection/src/shared/calculators/sigmoid.ts	2
hand-pose-detection/src/shared/calculators/get_rotated_sub_rect_to_rect_transformation_matrix.ts	33
hand-pose-detection/src/shared/calculators/interfaces/shape_interfaces.ts	35
hand-pose-detection/src/shared/calculators/interfaces/common_interfaces.ts	58
hand-pose-detection/src/shared/calculators/interfaces/config_interfaces.ts	118
hand-pose-detection/src/shared/calculators/render_util.ts	458
hand-pose-detection/src/shared/calculators/remove_landmark_letterbox.ts	13
hand-pose-detection/src/shared/calculators/constants.ts	3
hand-pose-detection/src/shared/calculators/calculate_landmark_projection.ts	25
hand-pose-detection/src/shared/calculators/non_max_suppression.ts	23
hand-pose-detection/src/shared/calculators/tensors_to_landmarks.ts	47
hand-pose-detection/src/shared/calculators/tensors_to_detections.ts	167
hand-pose-detection/src/shared/calculators/calculate_world_landmark_projection.ts	18
hand-pose-detection/src/shared/calculators/calculate_alignment_points_rects.ts	32
hand-pose-detection/src/shared/calculators/remove_detection_letterbox.ts	33
hand-pose-detection/src/shared/calculators/calculate_score_copy.ts	14
hand-pose-detection/src/shared/calculators/shift_image_value.ts	9
hand-pose-detection/src/shared/calculators/calculate_inverse_matrix.ts	53
hand-pose-detection/src/shared/calculators/image_utils.ts	127
hand-pose-detection/src/shared/calculators/refine_landmarks_from_heatmap.ts	51
hand-pose-detection/src/shared/calculators/normalized_keypoints_to_keypoints.ts	15
hand-pose-detection/src/shared/calculators/is_video.ts	4
hand-pose-detection/src/shared/calculators/tensors_to_segmentation.ts	34
hand-pose-detection/src/shared/calculators/segmentation_smoothing.ts	90
hand-pose-detection/src/shared/calculators/create_ssd_anchors.ts	95
hand-pose-detection/src/shared/calculators/landmarks_to_detection.ts	22
hand-pose-detection/src/shared/calculators/transform_rect.ts	48
hand-pose-detection/src/shared/calculators/mask_util.ts	53
hand-pose-detection/src/shared/calculators/convert_image_to_tensor.ts	43
hand-pose-detection/src/shared/calculators/keypoints_to_normalized_keypoints.ts	11
hand-pose-detection/src/shared/calculators/association_norm_rect.ts	46
hand-pose-detection/src/shared/calculators/get_object_scale.ts	6
hand-pose-detection/src/shared/calculators/detector_inference.ts	19
hand-pose-detection/src/shared/calculators/split_detection_result.ts	9
hand-pose-detection/src/shared/calculators/detection_to_rect.ts	79
hand-pose-detection/src/shared/filters/low_pass_filter.ts	14
hand-pose-detection/src/shared/filters/relative_velocity_filter.ts	43
hand-pose-detection/src/shared/filters/keypoints_one_euro_filter.ts	43
hand-pose-detection/src/shared/filters/keypoints_smoothing.ts	40
hand-pose-detection/src/shared/filters/one_euro_filter.ts	55
hand-pose-detection/src/shared/filters/visibility_smoothing.ts	29
hand-pose-detection/src/shared/filters/keypoints_velocity_filter.ts	44
hand-pose-detection/src/types.ts	20
hand-pose-detection/src/mediapipe/constants.ts	12
hand-pose-detection/src/mediapipe/types.ts	14
hand-pose-detection/src/mediapipe/detector.ts	113
hand-pose-detection/src/mediapipe/detector_utils.ts	33
hand-pose-detection/src/create_detector.ts	32
cloudbuild.yml	123
body-pix/rollup.config.js	55
body-pix/cloudbuild.yml	42
body-pix/src/decode_part_map.ts	44
body-pix/src/index.ts	6
body-pix/src/base_model.ts	57
body-pix/src/saved_models.ts	23
body-pix/src/mobilenet.ts	29
body-pix/src/util.ts	284
body-pix/src/blur.ts	25
body-pix/src/version.ts	2
body-pix/src/resnet.ts	30
body-pix/src/output_rendering_util.ts	389
body-pix/src/single_person/argmax2d.ts	17
body-pix/src/single_person/util.ts	45
body-pix/src/single_person/decode_single_pose.ts	32
body-pix/src/types.ts	67
body-pix/src/part_channels.ts	26
body-pix/src/multi_person/util.ts	55
body-pix/src/multi_person/decode_multiple_masks_webgl.ts	118
body-pix/src/multi_person/max_heap.ts	2
body-pix/src/multi_person/decode_instance_masks.ts	91
body-pix/src/multi_person/build_part_with_score_queue.ts	47
body-pix/src/multi_person/decode_multiple_poses.ts	110
body-pix/src/multi_person/decode_multiple_masks_cpu.ts	86
body-pix/src/multi_person/decode_pose.ts	102
body-pix/src/keypoints.ts	38
body-pix/src/body_pix_model.ts	649
deeplab/rollup.config.js	85
deeplab/cloudbuild.yml	36
deeplab/src/utils.ts	105
deeplab/src/index.ts	92
deeplab/src/version.ts	2
deeplab/src/types.ts	30
deeplab/src/config.ts	172
knn-classifier/rollup.config.js	66
knn-classifier/cloudbuild.yml	36
knn-classifier/src/index.ts	181
knn-classifier/src/util.ts	30
knn-classifier/src/version.ts	2