Index

A

ActiveLearningAgent (class in lightly.active_learning.agents.agent) added_set() (lightly.active_learning.agents.agent.ActiveLearningAgent property)

ApiWorkflowClient (class in lightly.api.api_workflow_client) area() (lightly.active_learning.utils.bounding_box.BoundingBox property)

B

BarlowTwins (class in lightly.models.barlowtwins) 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)

BenchmarkModule (class in lightly.utils.benchmarking) Bottleneck (class in lightly.models.resnet) BoundingBox (class in lightly.active_learning.utils.bounding_box) BYOL (class in lightly.models.byol) 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.semantic_segmentation.ScorerSemanticSegmentation method) check_filenames() (in module lightly.utils.io) checkpoints() (in module lightly.models.zoo)

CO2Regularizer (class in lightly.loss.regularizer.co2) COCO_ANNOTATION_KEYS (class in lightly.utils.io) create_dataset() (lightly.api.api_workflow_client.ApiWorkflowClient method) create_new_dataset_with_unique_name() (lightly.api.api_workflow_client.ApiWorkflowClient method) crop_cli() (in module lightly.cli.crop_cli)

D

dataset_id() (lightly.api.api_workflow_client.ApiWorkflowClient property) delete_dataset_by_id() (lightly.api.api_workflow_client.ApiWorkflowClient method)

download_cli() (in module lightly.cli.download_cli) download_dataset() (lightly.api.api_workflow_client.ApiWorkflowClient method) dump() (lightly.data.dataset.LightlyDataset method)

E

embed() (lightly.embedding.embedding.SelfSupervisedEmbedding method)

embed_cli() (in module lightly.cli.embed_cli) embed_images() (in module lightly.core)

F

filenames_on_server() (lightly.api.api_workflow_client.ApiWorkflowClient property) fit() (lightly.utils.embeddings_2d.PCA method) fit_pca() (in module lightly.utils.embeddings_2d) format_custom_metadata() (in module lightly.utils.io) forward() (lightly.data.collate.BaseCollateFunction method) (lightly.loss.barlow_twins_loss.BarlowTwinsLoss method) (lightly.loss.hypersphere_loss.HypersphereLoss method) (lightly.loss.memory_bank.MemoryBankModule 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.barlowtwins.BarlowTwins method) (lightly.models.byol.BYOL method) (lightly.models.moco.MoCo method) (lightly.models.modules.heads.ProjectionHead method) (lightly.models.modules.nn_memory_bank.NNMemoryBankModule method) (lightly.models.nnclr.NNCLR method) (lightly.models.resnet.BasicBlock method) (lightly.models.resnet.Bottleneck method) (lightly.models.resnet.ResNet method) (lightly.models.simclr.SimCLR method) (lightly.models.simsiam.SimSiam method)

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

GaussianBlur (class in lightly.transforms.gaussian_blur)

get_filenames() (lightly.data.dataset.LightlyDataset method) get_filepath_from_filename() (lightly.data.dataset.LightlyDataset method)

H

height() (lightly.active_learning.utils.bounding_box.BoundingBox property)

HypersphereLoss (class in lightly.loss.hypersphere_loss)

I

ImageCollateFunction (class in lightly.data.collate)

index_custom_metadata_by_filename() (lightly.api.api_workflow_client.ApiWorkflowClient method)

K

knn_predict() (in module lightly.utils.benchmarking)

L

labeled_set() (lightly.active_learning.agents.agent.ActiveLearningAgent property) lightly module lightly.active_learning module lightly.active_learning.agents.agent module lightly.active_learning.config.sampler_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_datasets module lightly.api.api_workflow_download_dataset module lightly.api.api_workflow_sampling module lightly.api.api_workflow_upload_dataset module lightly.api.api_workflow_upload_embeddings 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.embedding module lightly.embedding.embedding module lightly.loss module lightly.models module lightly.models.barlowtwins module lightly.models.byol module lightly.models.moco module lightly.models.modules module lightly.models.modules.heads module lightly.models.modules.nn_memory_bank module lightly.models.nnclr module lightly.models.resnet module lightly.models.simclr module lightly.models.simsiam 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.embeddings_2d module lightly.utils.io 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)

M

MemoryBankModule (class in lightly.loss.memory_bank) MoCo (class in lightly.models.moco) MoCoCollateFunction (class in lightly.data.collate) MoCoProjectionHead (class in lightly.models.modules.heads) module lightly lightly.active_learning lightly.active_learning.agents.agent lightly.active_learning.config.sampler_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_datasets lightly.api.api_workflow_download_dataset lightly.api.api_workflow_sampling lightly.api.api_workflow_upload_dataset lightly.api.api_workflow_upload_embeddings 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.embedding lightly.embedding.embedding lightly.loss lightly.models lightly.models.barlowtwins lightly.models.byol lightly.models.moco lightly.models.modules lightly.models.modules.heads lightly.models.modules.nn_memory_bank lightly.models.nnclr lightly.models.resnet lightly.models.simclr lightly.models.simsiam lightly.models.zoo lightly.transforms lightly.transforms.gaussian_blur lightly.transforms.rotation lightly.transforms.solarize lightly.utils lightly.utils.benchmarking lightly.utils.embeddings_2d lightly.utils.io

N

NNCLR (class in lightly.models.nnclr) NNCLRPredictionHead (class in lightly.models.modules.heads)

NNCLRProjectionHead (class in lightly.models.modules.heads) NNMemoryBankModule (class in lightly.models.modules.nn_memory_bank) NTXentLoss (class in lightly.loss.ntx_ent_loss)

O

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

P

PCA (class in lightly.utils.embeddings_2d)

ProjectionHead (class in lightly.models.modules.heads)

Q

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

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

R

RandomRotate (class in lightly.transforms.rotation) RandomSolarization (class in lightly.transforms.solarize)

ResNet (class in lightly.models.resnet) ResNetGenerator() (in module lightly.models.resnet)

S

SamplerConfig (class in lightly.active_learning.config.sampler_config) sampling() (lightly.api.api_workflow_client.ApiWorkflowClient method) save_custom_metadata() (in module lightly.utils.io) save_embeddings() (in module lightly.utils.io) score_names() (lightly.active_learning.scorers.classification.ScorerClassification class method) (lightly.active_learning.scorers.detection.ScorerObjectDetection class method) 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)

SelfSupervisedEmbedding (class in lightly.embedding.embedding) set_dataset_id_by_name() (lightly.api.api_workflow_client.ApiWorkflowClient method) set_embedding_id_by_name() (lightly.api.api_workflow_client.ApiWorkflowClient method) SimCLR (class in lightly.models.simclr) SimCLRCollateFunction (class in lightly.data.collate) SimCLRProjectionHead (class in lightly.models.modules.heads) SimSiam (class in lightly.models.simsiam) SimSiamPredictionHead (class in lightly.models.modules.heads) SimSiamProjectionHead (class in lightly.models.modules.heads) SymNegCosineSimilarityLoss (class in lightly.loss.sym_neg_cos_sim_loss)

T

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.dataset.LightlyDataset property) (lightly.utils.embeddings_2d.PCA method)

U

unlabeled_set() (lightly.active_learning.agents.agent.ActiveLearningAgent property) 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

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)

W

width() (lightly.active_learning.utils.bounding_box.BoundingBox property)