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) 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)

C

calculate_scores() (lightly.active_learning.scorers.classification.ScorerClassification method) (lightly.active_learning.scorers.detection.ScorerObjectDetection method)

check_filename() (in module lightly.api.utils) checkpoints() (in module lightly.models.zoo) CO2Regularizer (class in lightly.loss.regularizer.co2)

D

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

download_cli() (in module lightly.cli.download_cli) 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) 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.moco.MoCo 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)

G

GaussianBlur (class in lightly.transforms.gaussian_blur)

get_filenames() (lightly.data.dataset.LightlyDataset method) getenv() (in module lightly.api.utils)

H

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

HypersphereLoss (class in lightly.loss.hypersphere_loss)

I

ImageCollateFunction (class in lightly.data.collate)

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.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.api.utils module lightly.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.moco 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) 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.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.api.utils lightly.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.moco 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

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)

PIL_to_bytes() (in module lightly.api.utils)

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) retry() (in module lightly.api.utils)

S

SamplerConfig (class in lightly.active_learning.config.sampler_config) 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) SelfSupervisedEmbedding (class in lightly.embedding.embedding) SimCLR (class in lightly.models.simclr) SimCLRCollateFunction (class in lightly.data.collate) SimSiam (class in lightly.models.simsiam) 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_file_with_signed_url() (lightly.api.api_workflow_client.ApiWorkflowClient method)

V

validation_epoch_end() (lightly.utils.benchmarking.BenchmarkModule method)

validation_step() (lightly.utils.benchmarking.BenchmarkModule method)

W

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