Index

B

BaseCollateFunction (class in lightly.data.collate)

BasicBlock (class in lightly.models.resnet) Bottleneck (class in lightly.models.resnet)

C

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

check_image() (in module lightly.api.utils) checkpoints() (in module lightly.models.zoo)

D

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

fit() (lightly.utils.embeddings_2d.PCA method) fit_pca() (in module lightly.utils.embeddings_2d) forward() (lightly.data.collate.BaseCollateFunction method) (lightly.loss.memory_bank.MemoryBankModule method) (lightly.loss.ntx_ent_loss.NTXentLoss method) (lightly.loss.sym_neg_cos_sim_loss.SymNegCosineSimilarityLoss 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_torch_dataset() (lightly.data.dataset.LightlyDataset class method)

G

GaussianBlur (class in lightly.transforms.gaussian_blur) get_filenames() (lightly.data.dataset.LightlyDataset method) get_meta_from_img() (in module lightly.api.utils)

get_request() (in module lightly.api.utils) get_samples_by_tag() (in module lightly.api.download) get_thumbnail_from_img() (in module lightly.api.utils) getenv() (in module lightly.api.utils)

I

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

image_std() (in module lightly.api.utils) ImageCollateFunction (class in lightly.data.collate)

L

lightly module lightly.api module lightly.api.download module lightly.api.upload 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.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.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.utils 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.api lightly.api.download lightly.api.upload 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.core lightly.data lightly.data.collate lightly.data.dataset lightly.embedding lightly.embedding.embedding lightly.loss lightly.models 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.utils lightly.utils.embeddings_2d lightly.utils.io

N

NTXentLoss (class in lightly.loss.ntx_ent_loss)

P

PCA (class in lightly.utils.embeddings_2d) PIL_to_bytes() (in module lightly.api.utils)

post_request() (in module lightly.api.utils) put_request() (in module lightly.api.utils)

R

RandomRotate (class in lightly.transforms.rotation) resize_image() (in module lightly.api.utils)

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

S

save_embeddings() (in module lightly.utils.io) SelfSupervisedEmbedding (class in lightly.embedding.embedding) shape() (in module lightly.api.utils) sharpness() (in module lightly.api.utils) signal_to_noise_ratio() (in module lightly.api.utils) SimCLR (class in lightly.models.simclr)

SimCLRCollateFunction (class in lightly.data.collate) SimSiam (class in lightly.models.simsiam) size_in_bytes() (in module lightly.api.utils) sum_of_squares() (in module lightly.api.utils) sum_of_values() (in module lightly.api.utils) 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) transform() (lightly.utils.embeddings_2d.PCA method)

U

upload_cli() (in module lightly.cli.upload_cli) upload_dataset() (in module lightly.api.upload)

upload_embeddings_from_csv() (in module lightly.api.upload) upload_file_with_signed_url() (in module lightly.api.upload) upload_images_from_folder() (in module lightly.api.upload)