Index

A

ActiveLearningAgent (class in lightly.active_learning.agents.agent) added_set (lightly.active_learning.agents.agent.ActiveLearningAgent attribute) alpha (lightly.loss.regularizer.co2.CO2Regularizer attribute) angle (lightly.transforms.rotation.RandomRotate attribute)

api_workflow_client (lightly.active_learning.agents.agent.ActiveLearningAgent attribute) ApiWorkflowClient (class in lightly.api.api_workflow_client) append_embeddings() (lightly.api.api_workflow_client.ApiWorkflowClient method) apply_transform_without_normalize() (in module lightly.utils.debug) area (lightly.active_learning.utils.bounding_box.BoundingBox property)

B

backbone (lightly.utils.benchmarking.BenchmarkModule attribute) backward() (lightly.utils.dist.GatherLayer static method) BarlowTwinsLoss (class in lightly.loss.barlow_twins_loss) BarlowTwinsProjectionHead (class in lightly.models.modules.heads) BaseCollateFunction (class in lightly.data.collate) BasicBlock (class in lightly.models.resnet) batch_norm (lightly.models.modules.heads.DINOProjectionHead attribute)

BenchmarkModule (class in lightly.utils.benchmarking) block (lightly.models.resnet.ResNet attribute) Bottleneck (class in lightly.models.resnet) bottleneck_dim (lightly.models.modules.heads.DINOProjectionHead attribute) BoundingBox (class in lightly.active_learning.utils.bounding_box) boxes (lightly.active_learning.utils.object_detection_output.ObjectDetectionOutput attribute) BYOLPredictionHead (class in lightly.models.modules.heads) BYOLProjectionHead (class in lightly.models.modules.heads)

C

calculate_scores() (lightly.active_learning.scorers.classification.ScorerClassification method) (lightly.active_learning.scorers.detection.ScorerObjectDetection method) (lightly.active_learning.scorers.scorer.Scorer method) (lightly.active_learning.scorers.semantic_segmentation.ScorerSemanticSegmentation method) cancel_last_layer_gradients() (lightly.models.modules.heads.DINOProjectionHead method) center_momentum (lightly.loss.dino_loss.DINOLoss attribute) check_embeddings() (in module lightly.utils.io) check_filenames() (in module lightly.utils.io) checkpoints() (in module lightly.models.zoo) cj_bright (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.PIRLCollateFunction attribute) cj_contrast (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.PIRLCollateFunction attribute) cj_hue (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.PIRLCollateFunction attribute) cj_prob (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.MoCoCollateFunction attribute) (lightly.data.collate.MSNCollateFunction attribute) (lightly.data.collate.PIRLCollateFunction attribute) (lightly.data.collate.SimCLRCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute) cj_sat (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.PIRLCollateFunction attribute)

cj_strength (lightly.data.collate.MoCoCollateFunction attribute) (lightly.data.collate.MSNCollateFunction attribute) (lightly.data.collate.SimCLRCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute) class_probabilities (lightly.active_learning.utils.object_detection_output.ObjectDetectionOutput attribute) CO2Regularizer (class in lightly.loss.regularizer.co2) COCO_ANNOTATION_KEYS (class in lightly.utils.io) compute_worker_run_info_generator() (lightly.api.api_workflow_client.ApiWorkflowClient method) ComputeWorkerRunInfo (class in lightly.api.api_workflow_compute_worker) config (lightly.active_learning.scorers.detection.ScorerObjectDetection attribute) create_compute_worker_config() (lightly.api.api_workflow_client.ApiWorkflowClient method) create_custom_metadata_config() (lightly.api.api_workflow_client.ApiWorkflowClient method) create_dataset() (lightly.api.api_workflow_client.ApiWorkflowClient method) create_new_dataset_with_unique_name() (lightly.api.api_workflow_client.ApiWorkflowClient method) create_tag_from_filenames() (lightly.api.api_workflow_client.ApiWorkflowClient method) crop_cli() (in module lightly.cli.crop_cli) crop_counts (lightly.data.collate.MultiCropCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute) crop_max_scales (lightly.data.collate.MultiCropCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute) crop_min_scales (lightly.data.collate.MultiCropCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute) crop_sizes (lightly.data.collate.MultiCropCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute)

D

dataloader_kNN (lightly.utils.benchmarking.BenchmarkModule attribute) dataset_exists() (lightly.api.api_workflow_client.ApiWorkflowClient method) dataset_id (lightly.api.api_workflow_client.ApiWorkflowClient property) dataset_type (lightly.api.api_workflow_client.ApiWorkflowClient property) DCLLoss (class in lightly.loss.dcl_loss) DCLWLoss (class in lightly.loss.dcl_loss) delete_compute_worker() (lightly.api.api_workflow_client.ApiWorkflowClient method) delete_dataset_by_id() (lightly.api.api_workflow_client.ApiWorkflowClient method) delete_tag_by_id() (lightly.api.api_workflow_client.ApiWorkflowClient method)

DINOCollateFunction (class in lightly.data.collate) DINOLoss (class in lightly.loss.dino_loss) DINOProjectionHead (class in lightly.models.modules.heads) download_cli() (in module lightly.cli.download_cli) download_dataset() (lightly.api.api_workflow_client.ApiWorkflowClient method) download_new_raw_samples() (lightly.api.api_workflow_client.ApiWorkflowClient method) download_raw_metadata() (lightly.api.api_workflow_client.ApiWorkflowClient method) download_raw_predictions() (lightly.api.api_workflow_client.ApiWorkflowClient method) download_raw_samples() (lightly.api.api_workflow_client.ApiWorkflowClient method) dump() (lightly.data.dataset.LightlyDataset method)

E

embed_cli() (in module lightly.cli.embed_cli) embed_images() (in module lightly.core) EmbeddingDoesNotExistError ended_successfully() (lightly.api.api_workflow_compute_worker.ComputeWorkerRunInfo method) eps (lightly.utils.embeddings_2d.PCA attribute) export_filenames_and_read_urls_by_tag_id() (lightly.api.api_workflow_client.ApiWorkflowClient method) export_filenames_and_read_urls_by_tag_name() (lightly.api.api_workflow_client.ApiWorkflowClient method)

export_filenames_by_tag_id() (lightly.api.api_workflow_client.ApiWorkflowClient method) export_filenames_by_tag_name() (lightly.api.api_workflow_client.ApiWorkflowClient method) export_label_box_data_rows_by_tag_id() (lightly.api.api_workflow_client.ApiWorkflowClient method) export_label_box_data_rows_by_tag_name() (lightly.api.api_workflow_client.ApiWorkflowClient method) export_label_studio_tasks_by_tag_id() (lightly.api.api_workflow_client.ApiWorkflowClient method) export_label_studio_tasks_by_tag_name() (lightly.api.api_workflow_client.ApiWorkflowClient method) eye_rank() (in module lightly.utils.dist)

F

fit() (lightly.utils.embeddings_2d.PCA method) fit_pca() (in module lightly.utils.embeddings_2d) focal_crop_scale (lightly.data.collate.MSNCollateFunction attribute) focal_size (lightly.data.collate.MSNCollateFunction attribute) focal_views (lightly.data.collate.MSNCollateFunction attribute) format_custom_metadata() (in module lightly.utils.io) forward() (lightly.data.collate.BaseCollateFunction method) (lightly.data.collate.MAECollateFunction method) (lightly.data.collate.MultiViewCollateFunction method) (lightly.data.collate.PIRLCollateFunction method) (lightly.loss.barlow_twins_loss.BarlowTwinsLoss method) (lightly.loss.dcl_loss.DCLLoss method) (lightly.loss.dino_loss.DINOLoss method) (lightly.loss.hypersphere_loss.HypersphereLoss method) (lightly.loss.memory_bank.MemoryBankModule method) (lightly.loss.msn_loss.MSNLoss method) (lightly.loss.negative_cosine_similarity.NegativeCosineSimilarity method) (lightly.loss.ntx_ent_loss.NTXentLoss method) (lightly.loss.regularizer.co2.CO2Regularizer method) (lightly.loss.sym_neg_cos_sim_loss.SymNegCosineSimilarityLoss method) (lightly.models.modules.heads.DINOProjectionHead method) (lightly.models.modules.heads.ProjectionHead method) (lightly.models.modules.nn_memory_bank.NNMemoryBankModule method) (lightly.models.resnet.BasicBlock method) (lightly.models.resnet.Bottleneck method) (lightly.models.resnet.ResNet method) (lightly.utils.dist.GatherLayer static method)

freeze_last_layer (lightly.models.modules.heads.DINOProjectionHead attribute) from_scores() (lightly.active_learning.utils.object_detection_output.ObjectDetectionOutput class method) from_torch_dataset() (lightly.data.dataset.LightlyDataset class method) from_x_y_w_h() (lightly.active_learning.utils.bounding_box.BoundingBox class method) from_yolo_label() (lightly.active_learning.utils.bounding_box.BoundingBox class method)

G

gather() (in module lightly.utils.dist) gather_distributed (lightly.loss.dcl_loss.DCLLoss attribute) (lightly.loss.dcl_loss.DCLWLoss attribute) (lightly.loss.ntx_ent_loss.NTXentLoss attribute) GatherLayer (class in lightly.utils.dist) gaussian_blur (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.MoCoCollateFunction attribute) (lightly.data.collate.MSNCollateFunction attribute) (lightly.data.collate.SimCLRCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute) GaussianBlur (class in lightly.transforms.gaussian_blur) generate_grid_of_augmented_images() (in module lightly.utils.debug) get_all_datasets() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_all_tags() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_compute_worker_ids() (lightly.api.api_workflow_client.ApiWorkflowClient method)

get_compute_worker_run_info() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_compute_worker_runs() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_dataset_by_id() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_datasets() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_datasource() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_embedding_by_name() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_filenames() (lightly.api.api_workflow_client.ApiWorkflowClient method) (lightly.data.dataset.LightlyDataset method) get_filenames_in_tag() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_filepath_from_filename() (lightly.data.dataset.LightlyDataset method) get_metadata_read_url() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_prediction_read_url() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_processed_until_timestamp() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_scheduled_compute_worker_runs() (lightly.api.api_workflow_client.ApiWorkflowClient method) get_shared_users() (lightly.api.api_workflow_client.ApiWorkflowClient method) global_crop_scale (lightly.data.collate.DINOCollateFunction attribute) global_crop_size (lightly.data.collate.DINOCollateFunction attribute)

H

height (lightly.active_learning.utils.bounding_box.BoundingBox property) hf_prob (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.MoCoCollateFunction attribute) (lightly.data.collate.MSNCollateFunction attribute) (lightly.data.collate.PIRLCollateFunction attribute) (lightly.data.collate.SimCLRCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute)

hidden_dim (lightly.models.modules.heads.DINOProjectionHead attribute) (lightly.models.modules.heads.MSNProjectionHead attribute) HypersphereLoss (class in lightly.loss.hypersphere_loss)

I

ImageCollateFunction (class in lightly.data.collate) in_end_state() (lightly.api.api_workflow_compute_worker.ComputeWorkerRunInfo method) in_planes (lightly.models.resnet.BasicBlock attribute) (lightly.models.resnet.Bottleneck attribute) index_custom_metadata_by_filename() (lightly.api.api_workflow_client.ApiWorkflowClient method) input_dim (lightly.models.modules.heads.DINOProjectionHead attribute) (lightly.models.modules.heads.MSNProjectionHead attribute)

input_size (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.MAECollateFunction attribute) (lightly.data.collate.MoCoCollateFunction attribute) (lightly.data.collate.PIRLCollateFunction attribute) (lightly.data.collate.SimCLRCollateFunction attribute) InvalidCustomMetadataWarning

K

kernel_scale (lightly.data.collate.DINOCollateFunction attribute) kernel_size (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.MoCoCollateFunction attribute) (lightly.data.collate.MSNCollateFunction attribute) (lightly.data.collate.SimCLRCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute) (lightly.transforms.gaussian_blur.GaussianBlur attribute)

knn_k (lightly.utils.benchmarking.BenchmarkModule attribute) knn_predict() (in module lightly.utils.benchmarking) knn_t (lightly.utils.benchmarking.BenchmarkModule attribute)

L

labeled_set (lightly.active_learning.agents.agent.ActiveLearningAgent attribute) labels (lightly.active_learning.utils.object_detection_output.ObjectDetectionOutput attribute) layers (lightly.models.resnet.ResNet attribute) lightly module lightly.active_learning module lightly.active_learning.agents.agent module lightly.active_learning.config.selection_config module lightly.active_learning.scorers.classification module lightly.active_learning.scorers.detection module lightly.active_learning.scorers.scorer module lightly.active_learning.scorers.semantic_segmentation module lightly.active_learning.utils.bounding_box module lightly.active_learning.utils.object_detection_output module lightly.api module lightly.api.api_workflow_client module lightly.api.api_workflow_compute_worker module lightly.api.api_workflow_datasets module lightly.api.api_workflow_download_dataset module lightly.api.api_workflow_selection module lightly.api.api_workflow_upload_dataset module lightly.api.api_workflow_upload_embeddings module lightly.api.api_workflow_upload_metadata module lightly.cli module lightly.cli.crop_cli module lightly.cli.download_cli module lightly.cli.embed_cli module lightly.cli.lightly_cli module lightly.cli.train_cli module lightly.cli.upload_cli module

lightly.cli.version_cli module lightly.core module lightly.data module lightly.data.collate module lightly.data.dataset module lightly.loss module lightly.models module lightly.models.modules module lightly.models.modules.heads module lightly.models.modules.nn_memory_bank module lightly.models.resnet module lightly.models.zoo module lightly.transforms module lightly.transforms.gaussian_blur module lightly.transforms.rotation module lightly.transforms.solarize module lightly.utils module lightly.utils.benchmarking module lightly.utils.debug module lightly.utils.dist module lightly.utils.embeddings_2d module lightly.utils.io module lightly.utils.reordering module lightly.utils.version_compare module lightly_cli() (in module lightly.cli.lightly_cli) LightlyDataset (class in lightly.data.dataset) load_embeddings() (in module lightly.utils.io) load_embeddings_as_dict() (in module lightly.utils.io) local_crop_scale (lightly.data.collate.DINOCollateFunction attribute) local_crop_size (lightly.data.collate.DINOCollateFunction attribute)

M

MAECollateFunction (class in lightly.data.collate) max_accuracy (lightly.utils.benchmarking.BenchmarkModule attribute) me_max_weight (lightly.loss.msn_loss.MSNLoss attribute) memory_bank_size (lightly.loss.ntx_ent_loss.NTXentLoss attribute) (lightly.loss.regularizer.co2.CO2Regularizer attribute) MemoryBankModule (class in lightly.loss.memory_bank) message (lightly.api.api_workflow_compute_worker.ComputeWorkerRunInfo attribute) method (lightly.active_learning.config.selection_config.SelectionConfig attribute) min_distance (lightly.active_learning.config.selection_config.SelectionConfig attribute) min_scale (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.MAECollateFunction attribute) (lightly.data.collate.MoCoCollateFunction attribute) (lightly.data.collate.PIRLCollateFunction attribute) (lightly.data.collate.SimCLRCollateFunction attribute) MoCoCollateFunction (class in lightly.data.collate) MoCoProjectionHead (class in lightly.models.modules.heads) model_output (lightly.active_learning.scorers.classification.ScorerClassification attribute) (lightly.active_learning.scorers.detection.ScorerObjectDetection attribute) (lightly.active_learning.scorers.semantic_segmentation.ScorerSemanticSegmentation attribute) module lightly lightly.active_learning lightly.active_learning.agents.agent lightly.active_learning.config.selection_config lightly.active_learning.scorers.classification lightly.active_learning.scorers.detection lightly.active_learning.scorers.scorer lightly.active_learning.scorers.semantic_segmentation lightly.active_learning.utils.bounding_box lightly.active_learning.utils.object_detection_output lightly.api lightly.api.api_workflow_client lightly.api.api_workflow_compute_worker lightly.api.api_workflow_datasets lightly.api.api_workflow_download_dataset lightly.api.api_workflow_selection lightly.api.api_workflow_upload_dataset lightly.api.api_workflow_upload_embeddings lightly.api.api_workflow_upload_metadata lightly.cli lightly.cli.crop_cli lightly.cli.download_cli lightly.cli.embed_cli lightly.cli.lightly_cli lightly.cli.train_cli lightly.cli.upload_cli lightly.cli.version_cli lightly.core lightly.data lightly.data.collate lightly.data.dataset lightly.loss lightly.models lightly.models.modules lightly.models.modules.heads lightly.models.modules.nn_memory_bank lightly.models.resnet lightly.models.zoo lightly.transforms lightly.transforms.gaussian_blur lightly.transforms.rotation lightly.transforms.solarize lightly.utils lightly.utils.benchmarking lightly.utils.debug lightly.utils.dist lightly.utils.embeddings_2d lightly.utils.io lightly.utils.reordering lightly.utils.version_compare

MSNCollateFunction (class in lightly.data.collate) MSNLoss (class in lightly.loss.msn_loss) MSNProjectionHead (class in lightly.models.modules.heads) MultiCropCollateFunction (class in lightly.data.collate) MultiViewCollateFunction (class in lightly.data.collate)

N

n_components (lightly.utils.embeddings_2d.PCA attribute) n_grid (lightly.data.collate.PIRLCollateFunction attribute) n_local_views (lightly.data.collate.DINOCollateFunction attribute) n_samples (lightly.active_learning.config.selection_config.SelectionConfig attribute) name (lightly.active_learning.config.selection_config.SelectionConfig attribute) NegativeCosineSimilarity (class in lightly.loss.negative_cosine_similarity) NNCLRPredictionHead (class in lightly.models.modules.heads) NNCLRProjectionHead (class in lightly.models.modules.heads) NNMemoryBankModule (class in lightly.models.modules.nn_memory_bank) norm_last_layer (lightly.models.modules.heads.DINOProjectionHead attribute) normalize (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.MAECollateFunction attribute) (lightly.data.collate.MoCoCollateFunction attribute) (lightly.data.collate.MSNCollateFunction attribute) (lightly.data.collate.PIRLCollateFunction attribute) (lightly.data.collate.SimCLRCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute)

normalize() (lightly.models.modules.heads.SwaVPrototypes method) NTXentLoss (class in lightly.loss.ntx_ent_loss) num_classes (lightly.models.resnet.ResNet attribute) (lightly.utils.benchmarking.BenchmarkModule attribute)

O

object_probabilities (lightly.active_learning.utils.object_detection_output.ObjectDetectionOutput attribute) ObjectDetectionOutput (class in lightly.active_learning.utils.object_detection_output)

output_dim (lightly.loss.dino_loss.DINOLoss attribute) (lightly.models.modules.heads.DINOProjectionHead attribute) (lightly.models.modules.heads.MSNProjectionHead attribute)

P

PCA (class in lightly.utils.embeddings_2d) PIRLCollateFunction (class in lightly.data.collate) planes (lightly.models.resnet.BasicBlock attribute) (lightly.models.resnet.Bottleneck attribute)

plot_augmented_images() (in module lightly.utils.debug) prob (lightly.transforms.gaussian_blur.GaussianBlur attribute) (lightly.transforms.rotation.RandomRotate attribute) probability (lightly.transforms.solarize.RandomSolarization attribute) ProjectionHead (class in lightly.models.modules.heads)

Q

query() (lightly.active_learning.agents.agent.ActiveLearningAgent method)

query_set (lightly.active_learning.agents.agent.ActiveLearningAgent attribute)

R

random_crop_scale (lightly.data.collate.MSNCollateFunction attribute) random_gray_scale (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.MoCoCollateFunction attribute) (lightly.data.collate.MSNCollateFunction attribute) (lightly.data.collate.PIRLCollateFunction attribute) (lightly.data.collate.SimCLRCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute) random_size (lightly.data.collate.MSNCollateFunction attribute) random_views (lightly.data.collate.MSNCollateFunction attribute)

RandomRotate (class in lightly.transforms.rotation) RandomSolarization (class in lightly.transforms.solarize) rank() (in module lightly.utils.dist) register_compute_worker() (lightly.api.api_workflow_client.ApiWorkflowClient method) ResNet (class in lightly.models.resnet) ResNetGenerator() (in module lightly.models.resnet) rr_prob (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.MoCoCollateFunction attribute) (lightly.data.collate.SimCLRCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute)

S

SamplingConfig (class in lightly.active_learning.config.selection_config) save_custom_metadata() (in module lightly.utils.io) save_embeddings() (in module lightly.utils.io) save_schema() (in module lightly.utils.io) save_tasks() (in module lightly.utils.io) scale (lightly.transforms.gaussian_blur.GaussianBlur attribute) schedule_compute_worker_run() (lightly.api.api_workflow_client.ApiWorkflowClient method) score_names() (lightly.active_learning.scorers.classification.ScorerClassification class method) (lightly.active_learning.scorers.detection.ScorerObjectDetection class method) (lightly.active_learning.scorers.scorer.Scorer class method) (lightly.active_learning.scorers.semantic_segmentation.ScorerSemanticSegmentation class method) Scorer (class in lightly.active_learning.scorers.scorer) ScorerClassification (class in lightly.active_learning.scorers.classification) ScorerObjectDetection (class in lightly.active_learning.scorers.detection) ScorerSemanticSegmentation (class in lightly.active_learning.scorers.semantic_segmentation) scores (lightly.active_learning.utils.object_detection_output.ObjectDetectionOutput attribute) selection() (lightly.api.api_workflow_client.ApiWorkflowClient method) selection_config_from_dict() (in module lightly.api.api_workflow_compute_worker) SelectionConfig (class in lightly.active_learning.config.selection_config) set_api_client_request_timeout() (in module lightly.api.api_workflow_client) set_azure_config() (lightly.api.api_workflow_client.ApiWorkflowClient method) set_dataset_id_by_name() (lightly.api.api_workflow_client.ApiWorkflowClient method) set_embedding_id_to_latest() (lightly.api.api_workflow_client.ApiWorkflowClient method) set_gcs_config() (lightly.api.api_workflow_client.ApiWorkflowClient method)

set_local_config() (lightly.api.api_workflow_client.ApiWorkflowClient method) set_request_timeout() (lightly.api.api_workflow_client.ApiWorkflowClient method) set_s3_config() (lightly.api.api_workflow_client.ApiWorkflowClient method) set_s3_delegated_access_config() (lightly.api.api_workflow_client.ApiWorkflowClient method) share_dataset_only_with() (lightly.api.api_workflow_client.ApiWorkflowClient method) sigma (lightly.loss.dcl_loss.DCLWLoss attribute) SimCLRCollateFunction (class in lightly.data.collate) SimCLRProjectionHead (class in lightly.models.modules.heads) SimSiamPredictionHead (class in lightly.models.modules.heads) SimSiamProjectionHead (class in lightly.models.modules.heads) sinkhorn_iterations (lightly.loss.msn_loss.MSNLoss attribute) size (lightly.loss.memory_bank.MemoryBankModule attribute) (lightly.models.modules.nn_memory_bank.NNMemoryBankModule attribute) solarization (lightly.data.collate.DINOCollateFunction attribute) sort_items_by_keys() (in module lightly.utils.reordering) state (lightly.api.api_workflow_compute_worker.ComputeWorkerRunInfo attribute) std_of_l2_normalized() (in module lightly.utils.debug) stride (lightly.models.resnet.BasicBlock attribute) (lightly.models.resnet.Bottleneck attribute) student_temp (lightly.loss.dino_loss.DINOLoss attribute) SwaVCollateFunction (class in lightly.data.collate) SwaVProjectionHead (class in lightly.models.modules.heads) SwaVPrototypes (class in lightly.models.modules.heads) SymNegCosineSimilarityLoss (class in lightly.loss.sym_neg_cos_sim_loss)

T

t_consistency (lightly.loss.regularizer.co2.CO2Regularizer attribute) teacher_temp (lightly.loss.dino_loss.DINOLoss attribute) temperature (lightly.loss.dcl_loss.DCLLoss attribute) (lightly.loss.dcl_loss.DCLWLoss attribute) (lightly.loss.msn_loss.MSNLoss attribute) (lightly.loss.ntx_ent_loss.NTXentLoss attribute) threshold (lightly.transforms.solarize.RandomSolarization attribute) train_cli() (in module lightly.cli.train_cli)

train_embedding_model() (in module lightly.core) train_model_and_embed_images() (in module lightly.core) training_epoch_end() (lightly.utils.benchmarking.BenchmarkModule method) transform (lightly.data.collate.BaseCollateFunction attribute) (lightly.data.dataset.LightlyDataset property) transform() (lightly.utils.embeddings_2d.PCA method) transforms (lightly.data.collate.MultiCropCollateFunction attribute) (lightly.data.collate.MultiViewCollateFunction attribute)

U

unlabeled_set (lightly.active_learning.agents.agent.ActiveLearningAgent attribute) update_center() (lightly.loss.dino_loss.DINOLoss method) update_processed_until_timestamp() (lightly.api.api_workflow_client.ApiWorkflowClient method) upload_cli() (in module lightly.cli.upload_cli)

upload_custom_metadata() (lightly.api.api_workflow_client.ApiWorkflowClient method) upload_dataset() (lightly.api.api_workflow_client.ApiWorkflowClient method) upload_embeddings() (lightly.api.api_workflow_client.ApiWorkflowClient method) upload_file_with_signed_url() (lightly.api.api_workflow_client.ApiWorkflowClient method) upload_scores() (lightly.active_learning.agents.agent.ActiveLearningAgent method)

V

validate_cfg() (in module lightly.cli.lightly_cli) validation_epoch_end() (lightly.utils.benchmarking.BenchmarkModule method) validation_step() (lightly.utils.benchmarking.BenchmarkModule method) verify_custom_metadata_format() (lightly.api.api_workflow_client.ApiWorkflowClient method) version_compare() (in module lightly.utils.version_compare)

vf_prob (lightly.data.collate.DINOCollateFunction attribute) (lightly.data.collate.ImageCollateFunction attribute) (lightly.data.collate.MoCoCollateFunction attribute) (lightly.data.collate.MSNCollateFunction attribute) (lightly.data.collate.SimCLRCollateFunction attribute) (lightly.data.collate.SwaVCollateFunction attribute)

W

warmup_teacher_temp (lightly.loss.dino_loss.DINOLoss attribute) warmup_teacher_temp_epochs (lightly.loss.dino_loss.DINOLoss attribute) weight_fn (lightly.loss.dcl_loss.DCLLoss attribute)

width (lightly.active_learning.utils.bounding_box.BoundingBox property) (lightly.models.resnet.ResNet attribute) world_size() (in module lightly.utils.dist)

X

x0 (lightly.active_learning.utils.bounding_box.BoundingBox attribute)

x1 (lightly.active_learning.utils.bounding_box.BoundingBox attribute)

Y

y0 (lightly.active_learning.utils.bounding_box.BoundingBox attribute)

y1 (lightly.active_learning.utils.bounding_box.BoundingBox attribute)