Index

_

__init__() (dgs.models.alpha.alpha.BaseAlphaModule method) (dgs.models.alpha.combined.SequentialCombinedAlpha method) (dgs.models.alpha.fully_connected.FullyConnectedAlpha method) (dgs.models.combine.combine.CombineSimilaritiesModule method) (dgs.models.combine.dynamic.AlphaCombine method) (dgs.models.combine.dynamic.DynamicAlphaCombine method) (dgs.models.combine.static.StaticAlphaCombine method) (dgs.models.dataset.alphapose.AlphaPoseLoader method) (dgs.models.dataset.dataset.BaseDataset method) (dgs.models.dataset.dataset.BBoxDataset method) (dgs.models.dataset.dataset.ImageDataset method) (dgs.models.dataset.dataset.ImageHistoryDataset method) (dgs.models.dataset.dataset.VideoDataset method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone method) (dgs.models.dataset.MOT.MOTImage method) (dgs.models.dataset.MOT.MOTImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21_BBox method) (dgs.models.dataset.posetrack21.PoseTrack21_Image method) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset method) (dgs.models.dataset.posetrack21.PoseTrack21Torchreid method) (dgs.models.dataset.torchreid_pose_dataset.TorchreidPoseDataManager method) (dgs.models.dataset.torchreid_pose_dataset.TorchreidPoseDataset method) (dgs.models.dgs.dgs.DGSModule method) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule method) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG method) (dgs.models.embedding_generator.pose_based.LinearPBEG method) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator method) (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) (dgs.models.loss.loss.CrossEntropyLoss method) (dgs.models.metric.metric.CosineDistanceMetric method) (dgs.models.metric.metric.CosineSimilarityMetric method) (dgs.models.metric.metric.EuclideanDistanceMetric method) (dgs.models.metric.metric.EuclideanSquareMetric method) (dgs.models.metric.metric.IOUDistance method) (dgs.models.metric.metric.NegativeSoftmaxEuclideanDistance method) (dgs.models.metric.metric.NegativeSoftmaxEuclideanSquaredDistance method) (dgs.models.metric.metric.PairwiseDistanceMetric method) (dgs.models.metric.metric.TorchreidCosineDistance method) (dgs.models.metric.metric.TorchreidEuclideanSquaredDistance method) (dgs.models.module.BaseModule method) (dgs.models.modules.named.NamedModule method) (dgs.models.similarity.pose_similarity.IntersectionOverUnion method) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity method) (dgs.models.similarity.similarity.SimilarityModule method) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity method) (dgs.models.submission.MOT.MOTSubmission method) (dgs.models.submission.posetrack21.PoseTrack21Submission method) (dgs.models.submission.submission.SubmissionFile method) (dgs.utils.image.CustomCropResize method) (dgs.utils.image.CustomResize method) (dgs.utils.image.CustomToAspect method) (dgs.utils.image.CustomTransformValidator method) (dgs.utils.state.State method) (dgs.utils.timer.DifferenceTimer method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Track method) (dgs.utils.track.Tracks method) (dgs.utils.track.TrackStatistics method) (dgs.utils.track.TrackStatus method) (dgs.utils.utils.HidePrint method) (dgs.utils.utils.MemoryTracker method)

_path (dgs.models.module.BaseModule attribute)

A

active (dgs.utils.track.TrackStatistics property) Active (dgs.utils.track.TrackStatus attribute) add() (dgs.utils.timer.DifferenceTimer method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Tracks method) add_empty_tracks() (dgs.utils.track.Tracks method) add_multiple() (dgs.utils.timer.DifferenceTimers method) age (dgs.utils.track.Tracks property) age() (dgs.utils.track.Track method) ages (dgs.utils.track.Tracks property) alpha_models (dgs.models.combine.dynamic.DynamicAlphaCombine attribute) AlphaCombine (class in dgs.models.combine.dynamic) AlphaPoseLoader (class in dgs.models.dataset.alphapose) annos (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory attribute) append() (dgs.models.submission.MOT.MOTSubmission method) (dgs.models.submission.posetrack21.PoseTrack21Submission method) (dgs.models.submission.submission.SubmissionFile method) (dgs.utils.timer.DifferenceTimer method) (dgs.utils.track.Track method)

arbitrary_to_ds() (dgs.models.dataset.alphapose.AlphaPoseLoader method) (dgs.models.dataset.dataset.BaseDataset method) (dgs.models.dataset.dataset.BBoxDataset method) (dgs.models.dataset.dataset.ImageDataset method) (dgs.models.dataset.dataset.ImageHistoryDataset method) (dgs.models.dataset.dataset.VideoDataset method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone method) (dgs.models.dataset.MOT.MOTImage method) (dgs.models.dataset.MOT.MOTImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21_BBox method) (dgs.models.dataset.posetrack21.PoseTrack21_Image method) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset method) average() (dgs.utils.timer.DifferenceTimer method) avg_hms() (dgs.utils.timer.DifferenceTimer method)

B

B (dgs.utils.state.State property) BaseAlphaModule (class in dgs.models.alpha.alpha) BaseDataset (class in dgs.models.dataset.dataset) BaseModule (class in dgs.models.module) bbox (dgs.utils.state.State property) bbox_format (dgs.models.dataset.posetrack21.PoseTrack21_BBox attribute) (dgs.models.dataset.posetrack21.PoseTrack21_Image attribute) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory attribute) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset attribute)

bbox_relative (dgs.utils.state.State property) BBoxDataset (class in dgs.models.dataset.dataset) build_transforms() (dgs.models.dataset.torchreid_pose_dataset.TorchreidPoseDataManager static method)

C

cast_joint_weight() (dgs.utils.state.State method) class_id (dgs.utils.state.State property) clean() (dgs.utils.state.State method) clear() (dgs.models.submission.MOT.MOTSubmission method) (dgs.models.submission.posetrack21.PoseTrack21Submission method) (dgs.models.submission.submission.SubmissionFile method) (dgs.utils.state.State method) (dgs.utils.timer.DifferenceTimer method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Track method) (dgs.utils.track.Tracks method) (dgs.utils.track.TrackStatistics method) close_all_layers() (in module dgs.utils.torchtools) close_specified_layers() (in module dgs.utils.torchtools) collate_bboxes() (in module dgs.utils.state) collate_devices() (in module dgs.utils.state) collate_list_of_history() (in module dgs.utils.state) collate_lists() (in module dgs.utils.state) collate_states() (in module dgs.utils.state) collate_tensors() (in module dgs.utils.state) collate_tvt_tensors() (in module dgs.utils.state) combine (dgs.models.dgs.dgs.DGSModule attribute) combine_images_to_video() (in module dgs.utils.image) CombineSimilaritiesModule (class in dgs.models.combine.combine) compute_accuracy() (in module dgs.models.metric.metric) compute_cmc() (in module dgs.models.metric.metric) compute_near_k_accuracy() (in module dgs.models.metric.metric) compute_padding() (in module dgs.utils.image) config (dgs.models.module.BaseModule attribute) Config (in module dgs.utils.types) configure_torch_module() (dgs.models.alpha.alpha.BaseAlphaModule method) (dgs.models.alpha.combined.SequentialCombinedAlpha method) (dgs.models.alpha.fully_connected.FullyConnectedAlpha method) (dgs.models.combine.combine.CombineSimilaritiesModule method) (dgs.models.combine.dynamic.AlphaCombine method) (dgs.models.combine.dynamic.DynamicAlphaCombine method) (dgs.models.combine.static.StaticAlphaCombine method) (dgs.models.dataset.alphapose.AlphaPoseLoader method) (dgs.models.dataset.dataset.BaseDataset method) (dgs.models.dataset.dataset.BBoxDataset method) (dgs.models.dataset.dataset.ImageDataset method) (dgs.models.dataset.dataset.ImageHistoryDataset method) (dgs.models.dataset.dataset.VideoDataset method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone method) (dgs.models.dataset.MOT.MOTImage method) (dgs.models.dataset.MOT.MOTImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21_BBox method) (dgs.models.dataset.posetrack21.PoseTrack21_Image method) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset method) (dgs.models.dgs.dgs.DGSModule method) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule method) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG method) (dgs.models.embedding_generator.pose_based.LinearPBEG method) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator method) (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) (dgs.models.module.BaseModule method) (dgs.models.modules.named.NamedModule method) (dgs.models.similarity.pose_similarity.IntersectionOverUnion method) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity method) (dgs.models.similarity.similarity.SimilarityModule method) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity method) (dgs.models.submission.MOT.MOTSubmission method) (dgs.models.submission.posetrack21.PoseTrack21Submission method) (dgs.models.submission.submission.SubmissionFile method) (in module dgs.utils.torchtools)

construct_yaml_tuple() (in module dgs.utils.config) copy() (dgs.utils.state.State method) (dgs.utils.timer.DifferenceTimer method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Track method) (dgs.utils.track.Tracks method) CosineDistanceMetric (class in dgs.models.metric.metric) CosineSimilarityMetric (class in dgs.models.metric.metric) count() (dgs.utils.timer.DifferenceTimer method) create_mask_from_polygons() (in module dgs.utils.image) crop_path (dgs.utils.state.State property) CrossEntropyLoss (class in dgs.models.loss.loss) curr_epoch (dgs.models.engine.dgs_engine.DGSEngine attribute) (dgs.models.engine.engine.EngineModule attribute) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine attribute) custom_cosine_similarity() (in module dgs.models.metric.metric) CustomCropResize (class in dgs.utils.image) CustomResize (class in dgs.utils.image) CustomToAspect (class in dgs.utils.image) CustomTransformValidator (class in dgs.utils.image)

D

data (dgs.models.dataset.alphapose.AlphaPoseLoader attribute) (dgs.models.dataset.dataset.BaseDataset attribute) (dgs.models.dataset.dataset.BBoxDataset attribute) (dgs.models.dataset.dataset.ImageDataset attribute) (dgs.models.dataset.dataset.ImageHistoryDataset attribute) (dgs.models.dataset.dataset.VideoDataset attribute) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone attribute) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone attribute) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone attribute) (dgs.models.dataset.MOT.MOTImage attribute) (dgs.models.dataset.MOT.MOTImageHistory attribute) (dgs.models.dataset.posetrack21.PoseTrack21_BBox attribute) (dgs.models.dataset.posetrack21.PoseTrack21_Image attribute) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory attribute) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset attribute) (dgs.models.submission.MOT.MOTSubmission attribute) (dgs.models.submission.posetrack21.PoseTrack21Submission attribute) (dgs.models.submission.submission.SubmissionFile attribute) (dgs.utils.state.State attribute) (dgs.utils.timer.DifferenceTimer attribute) (dgs.utils.timer.DifferenceTimers attribute) (dgs.utils.track.Tracks attribute) data_type (dgs.models.dataset.torchreid_pose_dataset.TorchreidPoseDataManager attribute) DataGetter (in module dgs.utils.types) DataGetters (in module dgs.utils.types) dataset_dir (dgs.models.dataset.posetrack21.PoseTrack21Torchreid attribute) dataset_path (dgs.models.dataset.alphapose.AlphaPoseLoader attribute) (dgs.models.dataset.dataset.BaseDataset attribute) (dgs.models.dataset.dataset.BBoxDataset attribute) (dgs.models.dataset.dataset.ImageDataset attribute) (dgs.models.dataset.dataset.ImageHistoryDataset attribute) (dgs.models.dataset.dataset.VideoDataset attribute) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone attribute) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone attribute) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone attribute) (dgs.models.dataset.MOT.MOTImage attribute) (dgs.models.dataset.MOT.MOTImageHistory attribute) (dgs.models.dataset.posetrack21.PoseTrack21_BBox attribute) (dgs.models.dataset.posetrack21.PoseTrack21_Image attribute) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory attribute) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset attribute) DEF_VAL (in module dgs.utils.config) default_kwargs (dgs.models.dataset.torchreid_pose_dataset.TorchreidPoseDataManager attribute) device (dgs.models.alpha.alpha.BaseAlphaModule property) (dgs.models.alpha.combined.SequentialCombinedAlpha property) (dgs.models.alpha.fully_connected.FullyConnectedAlpha property) (dgs.models.combine.combine.CombineSimilaritiesModule property) (dgs.models.combine.dynamic.AlphaCombine property) (dgs.models.combine.dynamic.DynamicAlphaCombine property) (dgs.models.combine.static.StaticAlphaCombine property) (dgs.models.dataset.alphapose.AlphaPoseLoader property) (dgs.models.dataset.dataset.BaseDataset property) (dgs.models.dataset.dataset.BBoxDataset property) (dgs.models.dataset.dataset.ImageDataset property) (dgs.models.dataset.dataset.ImageHistoryDataset property) (dgs.models.dataset.dataset.VideoDataset property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone property) (dgs.models.dataset.MOT.MOTImage property) (dgs.models.dataset.MOT.MOTImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21_BBox property) (dgs.models.dataset.posetrack21.PoseTrack21_Image property) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset property) (dgs.models.dgs.dgs.DGSModule property) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule property) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG property) (dgs.models.embedding_generator.pose_based.LinearPBEG property) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator property) (dgs.models.engine.dgs_engine.DGSEngine property) (dgs.models.engine.engine.EngineModule property) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine property) (dgs.models.module.BaseModule property) (dgs.models.modules.named.NamedModule property) (dgs.models.similarity.pose_similarity.IntersectionOverUnion property) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity property) (dgs.models.similarity.similarity.SimilarityModule property) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity property) (dgs.models.submission.MOT.MOTSubmission property) (dgs.models.submission.posetrack21.PoseTrack21Submission property) (dgs.models.submission.submission.SubmissionFile property) (dgs.utils.state.State property) (dgs.utils.track.Track property) Device (in module dgs.utils.types) dgs module dgs.models module dgs.models.alpha module dgs.models.alpha.alpha module dgs.models.alpha.combined module dgs.models.alpha.fully_connected module dgs.models.combine module dgs.models.combine.combine module dgs.models.combine.dynamic module dgs.models.combine.static module dgs.models.dataset module dgs.models.dataset.alphapose module

dgs.models.dataset.dataset module dgs.models.dataset.keypoint_rcnn module dgs.models.dataset.MOT module dgs.models.dataset.posetrack21 module dgs.models.dataset.torchreid_pose_dataset module dgs.models.dgs module dgs.models.dgs.dgs module dgs.models.embedding_generator module dgs.models.embedding_generator.embedding_generator module dgs.models.embedding_generator.pose_based module dgs.models.embedding_generator.torchreid module dgs.models.engine module dgs.models.engine.dgs_engine module dgs.models.engine.engine module dgs.models.engine.visual_sim_engine module dgs.models.loader module dgs.models.loss module dgs.models.loss.loss module dgs.models.metric module dgs.models.metric.metric module dgs.models.module module dgs.models.modules module dgs.models.modules.named module dgs.models.optimizer module dgs.models.optimizer.optimizer module dgs.models.scheduler module dgs.models.scheduler.scheduler module dgs.models.similarity module dgs.models.similarity.pose_similarity module dgs.models.similarity.similarity module dgs.models.similarity.torchreid module dgs.models.submission module dgs.models.submission.MOT module dgs.models.submission.posetrack21 module dgs.models.submission.submission module dgs.utils module dgs.utils.config module dgs.utils.constants module dgs.utils.exceptions module dgs.utils.files module dgs.utils.image module dgs.utils.loader module dgs.utils.nn module dgs.utils.state module dgs.utils.timer module dgs.utils.torchtools module dgs.utils.track module dgs.utils.types module dgs.utils.utils module dgs.utils.validation module dgs.utils.visualization module DGSEngine (class in dgs.models.engine.dgs_engine) DGSModule (class in dgs.models.dgs.dgs) DifferenceTimer (class in dgs.utils.timer) DifferenceTimers (class in dgs.utils.timer) download_dataset() (dgs.models.dataset.posetrack21.PoseTrack21Torchreid static method) draw (dgs.utils.state.State attribute) draw_individually (dgs.utils.state.State attribute) DynamicAlphaCombine (class in dgs.models.combine.dynamic)

E

embedding_key_exists() (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule method) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG method) (dgs.models.embedding_generator.pose_based.LinearPBEG method) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator method) embedding_size (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule attribute) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG attribute) (dgs.models.embedding_generator.pose_based.LinearPBEG attribute) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator attribute) EmbeddingGeneratorModule (class in dgs.models.embedding_generator.embedding_generator) enable_keyboard_interrupt() (in module dgs.models.module) EngineModule (class in dgs.models.engine.engine)

EuclideanDistanceMetric (class in dgs.models.metric.metric) EuclideanSquareMetric (class in dgs.models.metric.metric) evaluate (dgs.models.engine.dgs_engine.DGSEngine attribute) evaluate() (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) extend() (dgs.utils.timer.DifferenceTimer method) extract() (dgs.utils.state.State method) extract_all_bboxes() (in module dgs.models.dataset.posetrack21) extract_crops_and_save() (in module dgs.utils.utils) extract_crops_from_images() (in module dgs.utils.utils) extract_crops_from_json_annotation() (in module dgs.models.dataset.posetrack21) extract_pt21_image_crops() (in module dgs.models.dataset.posetrack21)

F

fc_linear() (in module dgs.utils.nn) filepath (dgs.utils.state.State property) FilePath (in module dgs.utils.types) FilePaths (in module dgs.utils.types) fill_in_defaults() (in module dgs.utils.config) format (dgs.models.submission.MOT.MOTSubmission attribute) (dgs.models.submission.posetrack21.PoseTrack21Submission attribute) (dgs.models.submission.submission.SubmissionFile attribute) forward() (dgs.models.alpha.alpha.BaseAlphaModule method) (dgs.models.alpha.combined.SequentialCombinedAlpha method) (dgs.models.alpha.fully_connected.FullyConnectedAlpha method) (dgs.models.combine.combine.CombineSimilaritiesModule method) (dgs.models.combine.dynamic.AlphaCombine method) (dgs.models.combine.dynamic.DynamicAlphaCombine method) (dgs.models.combine.static.StaticAlphaCombine method) (dgs.models.dgs.dgs.DGSModule method) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule method) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG method) (dgs.models.embedding_generator.pose_based.LinearPBEG method) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator method) (dgs.models.loss.loss.CrossEntropyLoss method) (dgs.models.metric.metric.CosineDistanceMetric method) (dgs.models.metric.metric.CosineSimilarityMetric method) (dgs.models.metric.metric.EuclideanDistanceMetric static method) (dgs.models.metric.metric.EuclideanSquareMetric static method) (dgs.models.metric.metric.IOUDistance method) (dgs.models.metric.metric.NegativeSoftmaxEuclideanDistance method) (dgs.models.metric.metric.NegativeSoftmaxEuclideanSquaredDistance method) (dgs.models.metric.metric.PairwiseDistanceMetric method) (dgs.models.metric.metric.TorchreidCosineDistance static method) (dgs.models.metric.metric.TorchreidEuclideanSquaredDistance static method) (dgs.models.similarity.pose_similarity.IntersectionOverUnion method) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity method) (dgs.models.similarity.similarity.SimilarityModule method) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity method) (dgs.utils.image.CustomCropResize method) (dgs.utils.image.CustomResize method) (dgs.utils.image.CustomToAspect method)

found (dgs.utils.track.TrackStatistics attribute) fp (dgs.models.submission.MOT.MOTSubmission attribute) (dgs.models.submission.posetrack21.PoseTrack21Submission attribute) (dgs.models.submission.submission.SubmissionFile attribute) frame_id (dgs.models.submission.MOT.MOTSubmission attribute) fromkeys() (dgs.utils.state.State class method) (dgs.utils.timer.DifferenceTimers class method) (dgs.utils.track.Tracks class method) FullyConnectedAlpha (class in dgs.models.alpha.fully_connected) func (dgs.models.similarity.torchreid.TorchreidVisualSimilarity attribute)

G

get() (dgs.utils.state.State method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Tracks method) get_active_states() (dgs.utils.track.Tracks method) get_all() (dgs.utils.track.Track method) get_alpha_module() (in module dgs.models.alpha) get_anno_data() (dgs.models.submission.posetrack21.PoseTrack21Submission static method) get_area() (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity method) get_avgs() (dgs.utils.timer.DifferenceTimers method) get_combine_module() (in module dgs.models.combine) get_data() (dgs.models.alpha.alpha.BaseAlphaModule method) (dgs.models.alpha.combined.SequentialCombinedAlpha method) (dgs.models.alpha.fully_connected.FullyConnectedAlpha method) (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) (dgs.models.similarity.pose_similarity.IntersectionOverUnion method) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity method) (dgs.models.similarity.similarity.SimilarityModule method) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity method) get_data_loader() (in module dgs.models.loader) get_dataset() (in module dgs.models.dataset) get_dgs_module() (in module dgs.models.dgs) get_ds_data_getter() (in module dgs.utils.state) get_ds_data_getters() (in module dgs.utils.state) get_embedding_generator() (in module dgs.models.embedding_generator) get_engine() (in module dgs.models.engine) get_hparam_dict() (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) get_image_crops() (dgs.models.dataset.alphapose.AlphaPoseLoader method) (dgs.models.dataset.dataset.BaseDataset method) (dgs.models.dataset.dataset.BBoxDataset method) (dgs.models.dataset.dataset.ImageDataset method) (dgs.models.dataset.dataset.ImageHistoryDataset method) (dgs.models.dataset.dataset.VideoDataset method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone method) (dgs.models.dataset.MOT.MOTImage method) (dgs.models.dataset.MOT.MOTImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21_BBox method) (dgs.models.dataset.posetrack21.PoseTrack21_Image method) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset method)

get_image_data() (dgs.models.submission.posetrack21.PoseTrack21Submission static method) get_instance() (in module dgs.utils.loader) get_instance_from_name() (in module dgs.utils.loader) get_last() (dgs.utils.timer.DifferenceTimers method) get_loss_function() (in module dgs.models.loss) get_metric() (in module dgs.models.metric) get_model_from_module() (in module dgs.utils.torchtools) get_multi_dataset() (in module dgs.models.dataset) get_optimizer() (in module dgs.models.optimizer) get_path_in_dataset() (dgs.models.dataset.alphapose.AlphaPoseLoader method) (dgs.models.dataset.dataset.BaseDataset method) (dgs.models.dataset.dataset.BBoxDataset method) (dgs.models.dataset.dataset.ImageDataset method) (dgs.models.dataset.dataset.ImageHistoryDataset method) (dgs.models.dataset.dataset.VideoDataset method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone method) (dgs.models.dataset.MOT.MOTImage method) (dgs.models.dataset.MOT.MOTImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21_BBox method) (dgs.models.dataset.posetrack21.PoseTrack21_Image method) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset method) get_registered_class_names() (in module dgs.utils.loader) get_registered_class_types() (in module dgs.utils.loader) get_registered_classes() (in module dgs.utils.loader) get_scheduler() (in module dgs.models.scheduler) get_similarity_module() (in module dgs.models.similarity) get_states() (dgs.utils.track.Tracks method) get_sub_config() (in module dgs.utils.config) get_submission() (in module dgs.models.submission) get_sums() (dgs.utils.timer.DifferenceTimers method) get_target() (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) (dgs.models.similarity.pose_similarity.IntersectionOverUnion method) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity method) (dgs.models.similarity.similarity.SimilarityModule method) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity method) get_train_data() (dgs.models.similarity.pose_similarity.IntersectionOverUnion method) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity method) (dgs.models.similarity.similarity.SimilarityModule method) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity method)

H

h (dgs.utils.image.CustomCropResize attribute) H (dgs.utils.image.CustomResize attribute) h (dgs.utils.image.CustomResize attribute)

H (dgs.utils.image.CustomToAspect attribute) h (dgs.utils.image.CustomToAspect attribute) Heatmap (in module dgs.utils.types) HidePrint (class in dgs.utils.utils)

I

id (dgs.utils.track.Track property) ids (dgs.utils.track.Tracks property) ids_active (dgs.utils.track.Tracks property) ids_inactive (dgs.utils.track.Tracks property) ids_removed (dgs.utils.track.Tracks property) ids_to_one_hot() (in module dgs.utils.utils) image (dgs.utils.state.State property) Image (in module dgs.utils.types) image_crop (dgs.utils.state.State property) IMAGE_FORMATS (in module dgs.utils.constants) ImageDataset (class in dgs.models.dataset.dataset) ImageHistoryDataset (class in dgs.models.dataset.dataset) Images (in module dgs.utils.types) images_to_states (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone attribute) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone attribute) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone attribute) img_shape (dgs.models.dataset.posetrack21.PoseTrack21_BBox attribute) (dgs.models.dataset.posetrack21.PoseTrack21_Image attribute) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory attribute) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset attribute) ImgShape (in module dgs.utils.types) inactive (dgs.utils.track.Tracks attribute) (dgs.utils.track.TrackStatistics property) Inactive (dgs.utils.track.TrackStatus attribute) inactivity_threshold (dgs.utils.track.Tracks attribute) index() (dgs.utils.timer.DifferenceTimer method) init_instance_params() (in module dgs.utils.torchtools) init_model_params() (in module dgs.utils.torchtools) initialize_optimizer() (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) insert() (dgs.utils.timer.DifferenceTimer method) insert_into_config() (in module dgs.utils.config) Instance (in module dgs.utils.types) IntersectionOverUnion (class in dgs.models.similarity.pose_similarity) InvalidConfigException InvalidParameterException InvalidPathException IOUDistance (class in dgs.models.metric.metric) is_abs_dir() (in module dgs.utils.files) is_abs_file() (in module dgs.utils.files) is_active() (dgs.utils.track.Tracks method) is_dir() (in module dgs.utils.files) is_file() (in module dgs.utils.files) is_inactive() (dgs.utils.track.Tracks method)

is_project_dir() (in module dgs.utils.files) is_project_file() (in module dgs.utils.files) is_removed() (dgs.utils.track.Tracks method) is_training (dgs.models.alpha.alpha.BaseAlphaModule property) (dgs.models.alpha.combined.SequentialCombinedAlpha property) (dgs.models.alpha.fully_connected.FullyConnectedAlpha property) (dgs.models.combine.combine.CombineSimilaritiesModule property) (dgs.models.combine.dynamic.AlphaCombine property) (dgs.models.combine.dynamic.DynamicAlphaCombine property) (dgs.models.combine.static.StaticAlphaCombine property) (dgs.models.dataset.alphapose.AlphaPoseLoader property) (dgs.models.dataset.dataset.BaseDataset property) (dgs.models.dataset.dataset.BBoxDataset property) (dgs.models.dataset.dataset.ImageDataset property) (dgs.models.dataset.dataset.ImageHistoryDataset property) (dgs.models.dataset.dataset.VideoDataset property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone property) (dgs.models.dataset.MOT.MOTImage property) (dgs.models.dataset.MOT.MOTImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21_BBox property) (dgs.models.dataset.posetrack21.PoseTrack21_Image property) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset property) (dgs.models.dgs.dgs.DGSModule property) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule property) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG property) (dgs.models.embedding_generator.pose_based.LinearPBEG property) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator property) (dgs.models.engine.dgs_engine.DGSEngine property) (dgs.models.engine.engine.EngineModule property) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine property) (dgs.models.module.BaseModule property) (dgs.models.modules.named.NamedModule property) (dgs.models.similarity.pose_similarity.IntersectionOverUnion property) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity property) (dgs.models.similarity.similarity.SimilarityModule property) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity property) (dgs.models.submission.MOT.MOTSubmission property) (dgs.models.submission.posetrack21.PoseTrack21Submission property) (dgs.models.submission.submission.SubmissionFile property) items() (dgs.utils.state.State method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Tracks method)

J

J (dgs.utils.state.State property)

joint_dim (dgs.utils.state.State property) joint_weight (dgs.utils.state.State property)

K

KeyPointConvolutionPBEG (class in dgs.models.embedding_generator.pose_based) KeypointRCNNBackbone (class in dgs.models.dataset.keypoint_rcnn) KeypointRCNNImageBackbone (class in dgs.models.dataset.keypoint_rcnn) KeypointRCNNVideoBackbone (class in dgs.models.dataset.keypoint_rcnn) keypoints (dgs.utils.state.State property)

keypoints_and_weights_from_paths() (dgs.utils.state.State method) keypoints_local (dgs.utils.state.State property) keypoints_relative (dgs.utils.state.State property) keys() (dgs.utils.state.State method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Tracks method)

L

L (dgs.models.dataset.dataset.ImageHistoryDataset attribute) (dgs.models.dataset.MOT.MOTImageHistory attribute) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory attribute) LinearPBEG (class in dgs.models.embedding_generator.pose_based) load_checkpoint() (in module dgs.utils.torchtools) load_combine_alpha_weights() (dgs.models.engine.dgs_engine.DGSEngine method) load_config() (in module dgs.utils.config) load_image() (dgs.utils.state.State method) (in module dgs.utils.image) load_image_crop() (dgs.utils.state.State method) load_image_list() (in module dgs.utils.image) load_model() (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method)

load_MOT_file() (in module dgs.models.dataset.MOT) load_pretrained_weights() (in module dgs.utils.torchtools) load_seq_ini() (in module dgs.models.dataset.MOT) load_test() (dgs.models.dataset.torchreid_pose_dataset.TorchreidPoseDataManager method) load_train() (dgs.models.dataset.torchreid_pose_dataset.TorchreidPoseDataManager method) load_video() (in module dgs.utils.image) load_weights() (dgs.models.alpha.alpha.BaseAlphaModule method) (dgs.models.alpha.combined.SequentialCombinedAlpha method) (dgs.models.alpha.fully_connected.FullyConnectedAlpha method) loss (dgs.models.engine.dgs_engine.DGSEngine attribute) (dgs.models.engine.engine.EngineModule attribute) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine attribute) Loss (in module dgs.utils.types) lost (dgs.utils.track.TrackStatistics attribute)

M

masks (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone attribute) MemoryTracker (class in dgs.utils.utils) metric (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine attribute) Metric (in module dgs.utils.types) mkdir_if_missing() (in module dgs.utils.files) model (dgs.models.alpha.alpha.BaseAlphaModule attribute) (dgs.models.alpha.combined.SequentialCombinedAlpha attribute) (dgs.models.alpha.fully_connected.FullyConnectedAlpha attribute) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone attribute) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone attribute) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone attribute) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator attribute) (dgs.models.engine.dgs_engine.DGSEngine attribute) (dgs.models.engine.engine.EngineModule attribute) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine attribute) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity attribute) modes (dgs.utils.image.CustomToAspect attribute) module dgs dgs.models dgs.models.alpha dgs.models.alpha.alpha dgs.models.alpha.combined dgs.models.alpha.fully_connected dgs.models.combine dgs.models.combine.combine dgs.models.combine.dynamic dgs.models.combine.static dgs.models.dataset dgs.models.dataset.alphapose dgs.models.dataset.dataset dgs.models.dataset.keypoint_rcnn dgs.models.dataset.MOT dgs.models.dataset.posetrack21 dgs.models.dataset.torchreid_pose_dataset dgs.models.dgs dgs.models.dgs.dgs dgs.models.embedding_generator dgs.models.embedding_generator.embedding_generator dgs.models.embedding_generator.pose_based dgs.models.embedding_generator.torchreid dgs.models.engine dgs.models.engine.dgs_engine dgs.models.engine.engine dgs.models.engine.visual_sim_engine dgs.models.loader dgs.models.loss dgs.models.loss.loss dgs.models.metric dgs.models.metric.metric dgs.models.module dgs.models.modules dgs.models.modules.named dgs.models.optimizer dgs.models.optimizer.optimizer dgs.models.scheduler dgs.models.scheduler.scheduler dgs.models.similarity dgs.models.similarity.pose_similarity dgs.models.similarity.similarity dgs.models.similarity.torchreid dgs.models.submission dgs.models.submission.MOT dgs.models.submission.posetrack21 dgs.models.submission.submission dgs.utils dgs.utils.config dgs.utils.constants dgs.utils.exceptions dgs.utils.files dgs.utils.image dgs.utils.loader dgs.utils.nn dgs.utils.state dgs.utils.timer dgs.utils.torchtools dgs.utils.track dgs.utils.types dgs.utils.utils dgs.utils.validation dgs.utils.visualization

module_loader() (in module dgs.models.loader) module_name (dgs.models.alpha.alpha.BaseAlphaModule property) (dgs.models.alpha.combined.SequentialCombinedAlpha property) (dgs.models.alpha.fully_connected.FullyConnectedAlpha property) (dgs.models.combine.combine.CombineSimilaritiesModule property) (dgs.models.combine.dynamic.AlphaCombine property) (dgs.models.combine.dynamic.DynamicAlphaCombine property) (dgs.models.combine.static.StaticAlphaCombine property) (dgs.models.dataset.alphapose.AlphaPoseLoader property) (dgs.models.dataset.dataset.BaseDataset property) (dgs.models.dataset.dataset.BBoxDataset property) (dgs.models.dataset.dataset.ImageDataset property) (dgs.models.dataset.dataset.ImageHistoryDataset property) (dgs.models.dataset.dataset.VideoDataset property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone property) (dgs.models.dataset.MOT.MOTImage property) (dgs.models.dataset.MOT.MOTImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21_BBox property) (dgs.models.dataset.posetrack21.PoseTrack21_Image property) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset property) (dgs.models.dgs.dgs.DGSModule property) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule property) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG property) (dgs.models.embedding_generator.pose_based.LinearPBEG property) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator property) (dgs.models.engine.dgs_engine.DGSEngine property) (dgs.models.engine.engine.EngineModule property) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine property) (dgs.models.modules.named.NamedModule property) (dgs.models.similarity.pose_similarity.IntersectionOverUnion property) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity property) (dgs.models.similarity.similarity.SimilarityModule property) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity property) (dgs.models.submission.MOT.MOTSubmission property) (dgs.models.submission.posetrack21.PoseTrack21Submission property) (dgs.models.submission.submission.SubmissionFile property) module_type (dgs.models.alpha.alpha.BaseAlphaModule property) (dgs.models.alpha.combined.SequentialCombinedAlpha property) (dgs.models.alpha.fully_connected.FullyConnectedAlpha property) (dgs.models.combine.combine.CombineSimilaritiesModule property) (dgs.models.combine.dynamic.AlphaCombine property) (dgs.models.combine.dynamic.DynamicAlphaCombine property) (dgs.models.combine.static.StaticAlphaCombine property) (dgs.models.dataset.alphapose.AlphaPoseLoader property) (dgs.models.dataset.dataset.BaseDataset property) (dgs.models.dataset.dataset.BBoxDataset property) (dgs.models.dataset.dataset.ImageDataset property) (dgs.models.dataset.dataset.ImageHistoryDataset property) (dgs.models.dataset.dataset.VideoDataset property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone property) (dgs.models.dataset.MOT.MOTImage property) (dgs.models.dataset.MOT.MOTImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21_BBox property) (dgs.models.dataset.posetrack21.PoseTrack21_Image property) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset property) (dgs.models.dgs.dgs.DGSModule property) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule property) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG property) (dgs.models.embedding_generator.pose_based.LinearPBEG property) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator property) (dgs.models.engine.dgs_engine.DGSEngine property) (dgs.models.engine.engine.EngineModule property) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine property) (dgs.models.modules.named.NamedModule property) (dgs.models.similarity.pose_similarity.IntersectionOverUnion property) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity property) (dgs.models.similarity.similarity.SimilarityModule property) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity property) (dgs.models.submission.MOT.MOTSubmission property) (dgs.models.submission.posetrack21.PoseTrack21Submission property) (dgs.models.submission.submission.SubmissionFile property) MOTImage (class in dgs.models.dataset.MOT) MOTImageHistory (class in dgs.models.dataset.MOT) MOTSubmission (class in dgs.models.submission.MOT)

N

N (dgs.utils.track.Track property) (dgs.utils.track.Tracks property) name (dgs.models.alpha.alpha.BaseAlphaModule property) (dgs.models.alpha.combined.SequentialCombinedAlpha property) (dgs.models.alpha.fully_connected.FullyConnectedAlpha property) (dgs.models.combine.combine.CombineSimilaritiesModule property) (dgs.models.combine.dynamic.AlphaCombine property) (dgs.models.combine.dynamic.DynamicAlphaCombine property) (dgs.models.combine.static.StaticAlphaCombine property) (dgs.models.dataset.alphapose.AlphaPoseLoader property) (dgs.models.dataset.dataset.BaseDataset property) (dgs.models.dataset.dataset.BBoxDataset property) (dgs.models.dataset.dataset.ImageDataset property) (dgs.models.dataset.dataset.ImageHistoryDataset property) (dgs.models.dataset.dataset.VideoDataset property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone property) (dgs.models.dataset.MOT.MOTImage property) (dgs.models.dataset.MOT.MOTImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21_BBox property) (dgs.models.dataset.posetrack21.PoseTrack21_Image property) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset property) (dgs.models.dgs.dgs.DGSModule property) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule property) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG property) (dgs.models.embedding_generator.pose_based.LinearPBEG property) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator property) (dgs.models.engine.dgs_engine.DGSEngine property) (dgs.models.engine.engine.EngineModule property) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine property) (dgs.models.module.BaseModule property) (dgs.models.modules.named.NamedModule property) (dgs.models.similarity.pose_similarity.IntersectionOverUnion property) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity property) (dgs.models.similarity.similarity.SimilarityModule property) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity property) (dgs.models.submission.MOT.MOTSubmission property) (dgs.models.submission.posetrack21.PoseTrack21Submission property) (dgs.models.submission.submission.SubmissionFile property) name_safe (dgs.models.alpha.alpha.BaseAlphaModule property) (dgs.models.alpha.combined.SequentialCombinedAlpha property) (dgs.models.alpha.fully_connected.FullyConnectedAlpha property) (dgs.models.combine.combine.CombineSimilaritiesModule property) (dgs.models.combine.dynamic.AlphaCombine property) (dgs.models.combine.dynamic.DynamicAlphaCombine property) (dgs.models.combine.static.StaticAlphaCombine property) (dgs.models.dataset.alphapose.AlphaPoseLoader property) (dgs.models.dataset.dataset.BaseDataset property) (dgs.models.dataset.dataset.BBoxDataset property) (dgs.models.dataset.dataset.ImageDataset property) (dgs.models.dataset.dataset.ImageHistoryDataset property) (dgs.models.dataset.dataset.VideoDataset property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone property) (dgs.models.dataset.MOT.MOTImage property) (dgs.models.dataset.MOT.MOTImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21_BBox property) (dgs.models.dataset.posetrack21.PoseTrack21_Image property) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset property) (dgs.models.dgs.dgs.DGSModule property) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule property) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG property) (dgs.models.embedding_generator.pose_based.LinearPBEG property) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator property) (dgs.models.engine.dgs_engine.DGSEngine property) (dgs.models.engine.engine.EngineModule property) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine property) (dgs.models.module.BaseModule property) (dgs.models.modules.named.NamedModule property) (dgs.models.similarity.pose_similarity.IntersectionOverUnion property) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity property) (dgs.models.similarity.similarity.SimilarityModule property) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity property) (dgs.models.submission.MOT.MOTSubmission property) (dgs.models.submission.posetrack21.PoseTrack21Submission property) (dgs.models.submission.submission.SubmissionFile property)

NamedModule (class in dgs.models.modules.named) NegativeSoftmaxEuclideanDistance (class in dgs.models.metric.metric) NegativeSoftmaxEuclideanSquaredDistance (class in dgs.models.metric.metric) new (dgs.utils.track.TrackStatistics attribute) New (dgs.utils.track.TrackStatus attribute) new_track_weight (dgs.models.dgs.dgs.DGSModule attribute) NodePath (in module dgs.utils.types) nof_active (dgs.utils.track.Track property) (dgs.utils.track.Tracks property) (dgs.utils.track.TrackStatistics property) nof_classes (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule attribute) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG attribute) (dgs.models.embedding_generator.pose_based.LinearPBEG attribute) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator attribute) nof_found (dgs.utils.track.TrackStatistics property) nof_inactive (dgs.utils.track.Tracks property) (dgs.utils.track.TrackStatistics property) nof_kps (dgs.models.dataset.posetrack21.PoseTrack21_BBox attribute) (dgs.models.dataset.posetrack21.PoseTrack21_Image attribute) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory attribute) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset attribute) nof_lost (dgs.utils.track.TrackStatistics property) nof_new (dgs.utils.track.TrackStatistics property) nof_reactivated (dgs.utils.track.TrackStatistics property) nof_removed (dgs.utils.track.Tracks property) (dgs.utils.track.TrackStatistics property) nof_still_active (dgs.utils.track.TrackStatistics property) nof_still_inactive (dgs.utils.track.TrackStatistics property) notify_on_completion_or_error() (in module dgs.utils.utils)

O

ObjectKeypointSimilarity (class in dgs.models.similarity.pose_similarity) open_all_layers() (in module dgs.utils.torchtools)

open_specified_layers() (in module dgs.utils.torchtools) original_aspect (dgs.utils.image.CustomToAspect attribute)

P

PairwiseDistanceMetric (class in dgs.models.metric.metric) params (dgs.models.dataset.torchreid_pose_dataset.TorchreidPoseDataManager attribute) (dgs.models.module.BaseModule attribute) person_id (dgs.utils.state.State property) pop() (dgs.utils.state.State method) (dgs.utils.timer.DifferenceTimer method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Tracks method) popitem() (dgs.utils.state.State method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Tracks method) PoseTrack21_BBox (class in dgs.models.dataset.posetrack21) PoseTrack21_Image (class in dgs.models.dataset.posetrack21) PoseTrack21_ImageHistory (class in dgs.models.dataset.posetrack21) PoseTrack21BaseDataset (class in dgs.models.dataset.posetrack21) PoseTrack21Submission (class in dgs.models.submission.posetrack21) PoseTrack21Torchreid (class in dgs.models.dataset.posetrack21) precision (dgs.models.alpha.alpha.BaseAlphaModule property) (dgs.models.alpha.combined.SequentialCombinedAlpha property) (dgs.models.alpha.fully_connected.FullyConnectedAlpha property) (dgs.models.combine.combine.CombineSimilaritiesModule property) (dgs.models.combine.dynamic.AlphaCombine property) (dgs.models.combine.dynamic.DynamicAlphaCombine property) (dgs.models.combine.static.StaticAlphaCombine property) (dgs.models.dataset.alphapose.AlphaPoseLoader property) (dgs.models.dataset.dataset.BaseDataset property) (dgs.models.dataset.dataset.BBoxDataset property) (dgs.models.dataset.dataset.ImageDataset property) (dgs.models.dataset.dataset.ImageHistoryDataset property) (dgs.models.dataset.dataset.VideoDataset property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone property) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone property) (dgs.models.dataset.MOT.MOTImage property) (dgs.models.dataset.MOT.MOTImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21_BBox property) (dgs.models.dataset.posetrack21.PoseTrack21_Image property) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory property) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset property) (dgs.models.dgs.dgs.DGSModule property) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule property) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG property) (dgs.models.embedding_generator.pose_based.LinearPBEG property) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator property) (dgs.models.engine.dgs_engine.DGSEngine property) (dgs.models.engine.engine.EngineModule property) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine property) (dgs.models.module.BaseModule property) (dgs.models.modules.named.NamedModule property) (dgs.models.similarity.pose_similarity.IntersectionOverUnion property) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity property) (dgs.models.similarity.similarity.SimilarityModule property) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity property) (dgs.models.submission.MOT.MOTSubmission property) (dgs.models.submission.posetrack21.PoseTrack21Submission property) (dgs.models.submission.submission.SubmissionFile property)

predict (dgs.models.engine.dgs_engine.DGSEngine attribute) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine attribute) predict() (dgs.models.engine.engine.EngineModule method) predict_embeddings() (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator method) predict_ids() (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator method) print() (dgs.utils.timer.DifferenceTimer method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.TrackStatistics method) PRINT_PRIORITY (in module dgs.utils.constants) print_results() (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) process_file() (dgs.models.dataset.posetrack21.PoseTrack21Torchreid method) PROJECT_ROOT (in module dgs.utils.constants)

R

reactivate_track() (dgs.utils.track.Tracks method) reactivated (dgs.utils.track.TrackStatistics attribute) Reactivated (dgs.utils.track.TrackStatus attribute) read_json() (in module dgs.utils.files) register_alpha_module() (in module dgs.models.alpha) register_combine_module() (in module dgs.models.combine) register_dataset() (in module dgs.models.dataset) register_dgs_module() (in module dgs.models.dgs) register_embedding_generator() (in module dgs.models.embedding_generator) register_engine() (in module dgs.models.engine) register_instance() (in module dgs.utils.loader) register_loss_function() (in module dgs.models.loss) register_metric() (in module dgs.models.metric) register_module() (in module dgs.models.loader) register_optimizer() (in module dgs.models.optimizer) register_scheduler() (in module dgs.models.scheduler)

register_similarity_module() (in module dgs.models.similarity) register_submission() (in module dgs.models.submission) remove() (dgs.utils.timer.DifferenceTimer method) remove_tid() (dgs.utils.track.Tracks method) remove_tids() (dgs.utils.track.Tracks method) removed (dgs.utils.track.Tracks attribute) (dgs.utils.track.TrackStatistics attribute) Removed (dgs.utils.track.TrackStatus attribute) replace_file_type() (in module dgs.utils.utils) reset() (dgs.utils.track.Tracks method) reset_deleted() (dgs.utils.track.Tracks method) Results (in module dgs.utils.types) resume_from_checkpoint() (in module dgs.utils.torchtools) reverse() (dgs.utils.timer.DifferenceTimer method) run() (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method)

S

save() (dgs.models.submission.MOT.MOTSubmission method) (dgs.models.submission.posetrack21.PoseTrack21Submission method) (dgs.models.submission.submission.SubmissionFile method) save_checkpoint() (in module dgs.utils.torchtools) save_config() (in module dgs.utils.config) save_model() (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) Scheduler (in module dgs.utils.types) send_discord_notification() (in module dgs.utils.utils) SequentialCombinedAlpha (class in dgs.models.alpha.combined) set_active() (dgs.utils.track.Track method) set_bn_to_eval() (in module dgs.utils.torchtools) set_inactive() (dgs.utils.track.Track method) set_model_mode() (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) set_reactivated() (dgs.utils.track.Track method) set_removed() (dgs.utils.track.Track method) set_status() (dgs.utils.track.Track method) set_up_hidden_layer_sizes() (in module dgs.utils.nn) setdefault() (dgs.utils.state.State method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Tracks method) show_summary() (dgs.models.dataset.posetrack21.PoseTrack21Torchreid method) (dgs.models.dataset.torchreid_pose_dataset.TorchreidPoseDataManager method) (dgs.models.dataset.torchreid_pose_dataset.TorchreidPoseDataset method) sim_mods (dgs.models.dgs.dgs.DGSModule attribute)

SimilarityModule (class in dgs.models.similarity.similarity) skeleton_name (dgs.models.dataset.posetrack21.PoseTrack21_BBox attribute) (dgs.models.dataset.posetrack21.PoseTrack21_Image attribute) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory attribute) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset attribute) softmax (dgs.models.combine.combine.CombineSimilaritiesModule attribute) (dgs.models.combine.dynamic.AlphaCombine attribute) (dgs.models.combine.dynamic.DynamicAlphaCombine attribute) (dgs.models.combine.static.StaticAlphaCombine attribute) (dgs.models.similarity.pose_similarity.IntersectionOverUnion attribute) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity attribute) (dgs.models.similarity.similarity.SimilarityModule attribute) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity attribute) sort() (dgs.utils.timer.DifferenceTimer method) split() (dgs.utils.state.State method) start() (dgs.utils.utils.MemoryTracker method) State (class in dgs.utils.state) StaticAlphaCombine (class in dgs.models.combine.static) status (dgs.utils.track.Track property) still_active (dgs.utils.track.TrackStatistics attribute) still_inactive (dgs.utils.track.TrackStatistics attribute) stop() (dgs.utils.utils.MemoryTracker method) sub_forward() (dgs.models.alpha.alpha.BaseAlphaModule method) (dgs.models.alpha.combined.SequentialCombinedAlpha method) (dgs.models.alpha.fully_connected.FullyConnectedAlpha method) submission (dgs.models.engine.dgs_engine.DGSEngine attribute) SubmissionFile (class in dgs.models.submission.submission) sum() (dgs.utils.timer.DifferenceTimer method) sum_hms() (dgs.utils.timer.DifferenceTimer method)

T

target_aspect (dgs.utils.image.CustomToAspect attribute) terminate() (dgs.models.alpha.alpha.BaseAlphaModule method) (dgs.models.alpha.combined.SequentialCombinedAlpha method) (dgs.models.alpha.fully_connected.FullyConnectedAlpha method) (dgs.models.combine.combine.CombineSimilaritiesModule method) (dgs.models.combine.dynamic.AlphaCombine method) (dgs.models.combine.dynamic.DynamicAlphaCombine method) (dgs.models.combine.static.StaticAlphaCombine method) (dgs.models.dataset.alphapose.AlphaPoseLoader method) (dgs.models.dataset.dataset.BaseDataset method) (dgs.models.dataset.dataset.BBoxDataset method) (dgs.models.dataset.dataset.ImageDataset method) (dgs.models.dataset.dataset.ImageHistoryDataset method) (dgs.models.dataset.dataset.VideoDataset method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone method) (dgs.models.dataset.MOT.MOTImage method) (dgs.models.dataset.MOT.MOTImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21_BBox method) (dgs.models.dataset.posetrack21.PoseTrack21_Image method) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset method) (dgs.models.dgs.dgs.DGSModule method) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule method) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG method) (dgs.models.embedding_generator.pose_based.LinearPBEG method) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator method) (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) (dgs.models.module.BaseModule method) (dgs.models.modules.named.NamedModule method) (dgs.models.similarity.pose_similarity.IntersectionOverUnion method) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity method) (dgs.models.similarity.similarity.SimilarityModule method) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity method) (dgs.models.submission.MOT.MOTSubmission method) (dgs.models.submission.posetrack21.PoseTrack21Submission method) (dgs.models.submission.submission.SubmissionFile method) test (dgs.models.engine.dgs_engine.DGSEngine attribute) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine attribute) test() (dgs.models.engine.engine.EngineModule method) test_dl (dgs.models.engine.dgs_engine.DGSEngine attribute) (dgs.models.engine.engine.EngineModule attribute) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine attribute) to() (dgs.utils.state.State method) (dgs.utils.track.Track method) (dgs.utils.track.Tracks method) to_abspath() (in module dgs.utils.files) torch_memory_analysis() (in module dgs.utils.torchtools) torch_memory_analysis_win() (in module dgs.utils.torchtools) torch_to_numpy() (in module dgs.utils.utils)

TorchreidCosineDistance (class in dgs.models.metric.metric) TorchreidEmbeddingGenerator (class in dgs.models.embedding_generator.torchreid) TorchreidEuclideanSquaredDistance (class in dgs.models.metric.metric) TorchreidPoseDataManager (class in dgs.models.dataset.torchreid_pose_dataset) TorchreidPoseDataset (class in dgs.models.dataset.torchreid_pose_dataset) TorchreidVisualSimilarity (class in dgs.models.similarity.torchreid) Track (class in dgs.utils.track) track_id (dgs.utils.state.State property) TrackID (in module dgs.utils.track) Tracks (class in dgs.utils.track) tracks (dgs.models.engine.dgs_engine.DGSEngine attribute) TrackStatistics (class in dgs.utils.track) TrackStatus (class in dgs.utils.track) train_dl (dgs.models.engine.dgs_engine.DGSEngine attribute) (dgs.models.engine.engine.EngineModule attribute) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine attribute) train_load_image_crops (dgs.models.engine.dgs_engine.DGSEngine attribute) (dgs.models.engine.engine.EngineModule attribute) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine attribute) train_model() (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) transform (dgs.utils.image.CustomCropResize attribute) transform_crop_resize() (dgs.models.dataset.alphapose.AlphaPoseLoader static method) (dgs.models.dataset.dataset.BaseDataset static method) (dgs.models.dataset.dataset.BBoxDataset static method) (dgs.models.dataset.dataset.ImageDataset static method) (dgs.models.dataset.dataset.ImageHistoryDataset static method) (dgs.models.dataset.dataset.VideoDataset static method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone static method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone static method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone static method) (dgs.models.dataset.MOT.MOTImage static method) (dgs.models.dataset.MOT.MOTImageHistory static method) (dgs.models.dataset.posetrack21.PoseTrack21_BBox static method) (dgs.models.dataset.posetrack21.PoseTrack21_Image static method) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory static method) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset static method) transform_resize_image() (dgs.models.dataset.alphapose.AlphaPoseLoader static method) (dgs.models.dataset.dataset.BaseDataset static method) (dgs.models.dataset.dataset.BBoxDataset static method) (dgs.models.dataset.dataset.ImageDataset static method) (dgs.models.dataset.dataset.ImageHistoryDataset static method) (dgs.models.dataset.dataset.VideoDataset static method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone static method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone static method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone static method) (dgs.models.dataset.MOT.MOTImage static method) (dgs.models.dataset.MOT.MOTImageHistory static method) (dgs.models.dataset.posetrack21.PoseTrack21_BBox static method) (dgs.models.dataset.posetrack21.PoseTrack21_Image static method) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory static method) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset static method)

U

update() (dgs.utils.state.State method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Tracks method)

V

val_dl (dgs.models.engine.dgs_engine.DGSEngine attribute) (dgs.models.engine.engine.EngineModule attribute) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine attribute) validate (dgs.utils.state.State attribute) validate_bboxes() (in module dgs.utils.validation) validate_dimensions() (in module dgs.utils.validation) validate_filepath() (in module dgs.utils.validation) validate_heatmaps() (in module dgs.utils.validation) validate_ids() (in module dgs.utils.validation) validate_image() (in module dgs.utils.validation) validate_images() (in module dgs.utils.validation) validate_key_points() (in module dgs.utils.validation) validate_params() (dgs.models.alpha.alpha.BaseAlphaModule method) (dgs.models.alpha.combined.SequentialCombinedAlpha method) (dgs.models.alpha.fully_connected.FullyConnectedAlpha method) (dgs.models.combine.combine.CombineSimilaritiesModule method) (dgs.models.combine.dynamic.AlphaCombine method) (dgs.models.combine.dynamic.DynamicAlphaCombine method) (dgs.models.combine.static.StaticAlphaCombine method) (dgs.models.dataset.alphapose.AlphaPoseLoader method) (dgs.models.dataset.dataset.BaseDataset method) (dgs.models.dataset.dataset.BBoxDataset method) (dgs.models.dataset.dataset.ImageDataset method) (dgs.models.dataset.dataset.ImageHistoryDataset method) (dgs.models.dataset.dataset.VideoDataset method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNImageBackbone method) (dgs.models.dataset.keypoint_rcnn.KeypointRCNNVideoBackbone method) (dgs.models.dataset.MOT.MOTImage method) (dgs.models.dataset.MOT.MOTImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21_BBox method) (dgs.models.dataset.posetrack21.PoseTrack21_Image method) (dgs.models.dataset.posetrack21.PoseTrack21_ImageHistory method) (dgs.models.dataset.posetrack21.PoseTrack21BaseDataset method) (dgs.models.dgs.dgs.DGSModule method) (dgs.models.embedding_generator.embedding_generator.EmbeddingGeneratorModule method) (dgs.models.embedding_generator.pose_based.KeyPointConvolutionPBEG method) (dgs.models.embedding_generator.pose_based.LinearPBEG method) (dgs.models.embedding_generator.torchreid.TorchreidEmbeddingGenerator method) (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) (dgs.models.module.BaseModule method) (dgs.models.modules.named.NamedModule method) (dgs.models.similarity.pose_similarity.IntersectionOverUnion method) (dgs.models.similarity.pose_similarity.ObjectKeypointSimilarity method) (dgs.models.similarity.similarity.SimilarityModule method) (dgs.models.similarity.torchreid.TorchreidVisualSimilarity method) (dgs.models.submission.MOT.MOTSubmission method) (dgs.models.submission.posetrack21.PoseTrack21Submission method) (dgs.models.submission.submission.SubmissionFile method)

validate_pt21_json() (in module dgs.models.dataset.posetrack21) validate_value() (in module dgs.utils.validation) ValidationException Validations (in module dgs.utils.types) Validator (in module dgs.utils.types) validators (dgs.utils.image.CustomCropResize attribute) (dgs.utils.image.CustomResize attribute) (dgs.utils.image.CustomToAspect attribute) (dgs.utils.image.CustomTransformValidator attribute) values() (dgs.utils.state.State method) (dgs.utils.timer.DifferenceTimers method) (dgs.utils.track.Tracks method) Video (in module dgs.utils.types) VIDEO_FORMATS (in module dgs.utils.constants) VideoDataset (class in dgs.models.dataset.dataset) VisualSimilarityEngine (class in dgs.models.engine.visual_sim_engine)

W

w (dgs.utils.image.CustomCropResize attribute) W (dgs.utils.image.CustomResize attribute) w (dgs.utils.image.CustomResize attribute) W (dgs.utils.image.CustomToAspect attribute) w (dgs.utils.image.CustomToAspect attribute) write_json() (in module dgs.utils.files) write_MOT_file() (in module dgs.models.dataset.MOT)

write_results() (dgs.models.engine.dgs_engine.DGSEngine method) (dgs.models.engine.engine.EngineModule method) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine method) write_seq_ini() (in module dgs.models.dataset.MOT) writer (dgs.models.engine.dgs_engine.DGSEngine attribute) (dgs.models.engine.engine.EngineModule attribute) (dgs.models.engine.visual_sim_engine.VisualSimilarityEngine attribute)