Index

_

__call__() (pytorchvideo.data.RandomClipSampler method) (pytorchvideo.data.UniformClipSampler method) (pytorchvideo.transforms.AugMix method) (pytorchvideo.transforms.RandAugment method) (pytorchvideo.transforms.RandomResizedCrop method) (pytorchvideo.transforms.RemoveKey method) (pytorchvideo.transforms.UniformCropVideo method) __getitem__() (pytorchvideo.data.DomsevFrameDataset method) (pytorchvideo.data.DomsevVideoDataset method) __init__() (pytorchvideo.data.Charades method) (pytorchvideo.data.DomsevFrameDataset method) (pytorchvideo.data.DomsevVideoDataset method) (pytorchvideo.data.LabeledVideoDataset method) (pytorchvideo.data.SSv2 method) (pytorchvideo.data.UniformClipSampler method) (pytorchvideo.layers.convolutions.Conv2plus1d method) (pytorchvideo.layers.convolutions.ConvReduce3D method) (pytorchvideo.layers.positional_encoding.SpatioTemporalClsPositionalEncoding method) (pytorchvideo.layers.squeeze_excitation.SqueezeAndExcitationLayer2D method) (pytorchvideo.models.byol.BYOL method) (pytorchvideo.models.head.ResNetBasicHead method) (pytorchvideo.models.head.ResNetRoIHead method) (pytorchvideo.models.head.SequencePool method) (pytorchvideo.models.head.VisionTransformerBasicHead method) (pytorchvideo.models.masked_multistream.LearnMaskedDefault method) (pytorchvideo.models.masked_multistream.LSTM method) (pytorchvideo.models.masked_multistream.MaskedMultiPathWay method) (pytorchvideo.models.masked_multistream.MaskedTemporalPooling method) (pytorchvideo.models.masked_multistream.TransposeMultiheadAttention method) (pytorchvideo.models.masked_multistream.TransposeTransformerEncoder method) (pytorchvideo.models.memory_bank.MemoryBank method) (pytorchvideo.models.net.DetectionBBoxNetwork method) (pytorchvideo.models.net.MultiPathWayWithFuse method) (pytorchvideo.models.net.Net method) (pytorchvideo.models.resnet.BottleneckBlock method) (pytorchvideo.models.resnet.ResBlock method) (pytorchvideo.models.resnet.ResStage method) (pytorchvideo.models.resnet.SeparableBottleneckBlock method) (pytorchvideo.models.slowfast.FuseFastToSlow method) (pytorchvideo.models.slowfast.PoolConcatPathway method) (pytorchvideo.models.stem.ResNetBasicStem method) (pytorchvideo.models.x3d.ProjectedPool method) (pytorchvideo.transforms.AugMix method) (pytorchvideo.transforms.CutMix method) (pytorchvideo.transforms.MixUp method) (pytorchvideo.transforms.MixVideo method) (pytorchvideo.transforms.OpSampler method) (pytorchvideo.transforms.Permute method) (pytorchvideo.transforms.RandAugment method)

__len__() (pytorchvideo.data.DomsevFrameDataset method) (pytorchvideo.data.DomsevVideoDataset method) __next__() (pytorchvideo.data.Charades method) (pytorchvideo.data.LabeledVideoDataset method) (pytorchvideo.data.SSv2 method)

A

ApplyTransformToKey (class in pytorchvideo.transforms) attention_weights() (pytorchvideo.models.masked_multistream.TransposeMultiheadAttention property)

AugMix (class in pytorchvideo.transforms) Ava() (in module pytorchvideo.data)

B

BottleneckBlock (class in pytorchvideo.models.resnet)

BYOL (class in pytorchvideo.models.byol)

C

Callable (in module pytorchvideo.transforms) Charades (class in pytorchvideo.data) clip_boxes_to_image() (in module pytorchvideo.transforms.functional) ClipSampler (class in pytorchvideo.data) ConcatFusion (class in pytorchvideo.layers.fusion) Conv2plus1d (class in pytorchvideo.layers.convolutions) convert_to_one_hot() (in module pytorchvideo.transforms.functional) ConvertUint8ToFloat (class in pytorchvideo.transforms) ConvReduce3D (class in pytorchvideo.layers.convolutions) create_2plus1d_bottleneck_block() (in module pytorchvideo.models.r2plus1d) create_acoustic_bottleneck_block() (in module pytorchvideo.models.resnet) create_acoustic_res_basic_stem() (in module pytorchvideo.models.stem) create_acoustic_resnet() (in module pytorchvideo.models.resnet) create_audio_2d_squeeze_excitation_block() (in module pytorchvideo.layers.squeeze_excitation) create_bottleneck_block() (in module pytorchvideo.models.resnet) create_conv_2plus1d() (in module pytorchvideo.layers.convolutions) create_conv_patch_embed() (in module pytorchvideo.models.stem) create_csn() (in module pytorchvideo.models.csn) create_nonlocal() (in module pytorchvideo.layers.nonlocal_net)

create_r2plus1d() (in module pytorchvideo.models.r2plus1d) create_res_basic_head() (in module pytorchvideo.models.head) create_res_basic_stem() (in module pytorchvideo.models.stem) create_res_block() (in module pytorchvideo.models.resnet) create_res_roi_pooling_head() (in module pytorchvideo.models.head) create_res_stage() (in module pytorchvideo.models.resnet) create_resnet() (in module pytorchvideo.models.resnet) create_resnet_with_roi_head() (in module pytorchvideo.models.resnet) create_slowfast() (in module pytorchvideo.models.slowfast) create_slowfast_with_roi_head() (in module pytorchvideo.models.slowfast) create_video_transform() (in module pytorchvideo.transforms) create_vit_basic_head() (in module pytorchvideo.models.head) create_x3d() (in module pytorchvideo.models.x3d) create_x3d_bottleneck_block() (in module pytorchvideo.models.x3d) create_x3d_head() (in module pytorchvideo.models.x3d) create_x3d_res_block() (in module pytorchvideo.models.x3d) create_x3d_res_stage() (in module pytorchvideo.models.x3d) create_x3d_stem() (in module pytorchvideo.models.x3d) crop_boxes() (in module pytorchvideo.transforms.functional) CutMix (class in pytorchvideo.transforms)

D

DetectionBBoxNetwork (class in pytorchvideo.models.net) Dict (in module pytorchvideo.transforms) Div255 (class in pytorchvideo.transforms)

div_255() (in module pytorchvideo.transforms.functional) DomsevFrameDataset (class in pytorchvideo.data) DomsevVideoDataset (class in pytorchvideo.data)

E

EpicKitchenForecasting (class in pytorchvideo.data)

EpicKitchenRecognition (class in pytorchvideo.data)

F

forward() (pytorchvideo.layers.fusion.ConcatFusion method) (pytorchvideo.layers.fusion.ReduceFusion method) (pytorchvideo.layers.fusion.TemporalConcatFusion method) (pytorchvideo.layers.positional_encoding.SpatioTemporalClsPositionalEncoding method) (pytorchvideo.layers.squeeze_excitation.SqueezeAndExcitationLayer2D method) (pytorchvideo.models.byol.BYOL method) (pytorchvideo.models.head.ResNetRoIHead method) (pytorchvideo.models.masked_multistream.LearnMaskedDefault method) (pytorchvideo.models.masked_multistream.LSTM method) (pytorchvideo.models.masked_multistream.MaskedTemporalPooling method) (pytorchvideo.models.masked_multistream.TransposeMultiheadAttention method) (pytorchvideo.models.masked_multistream.TransposeTransformerEncoder method) (pytorchvideo.models.memory_bank.MemoryBank method) (pytorchvideo.models.net.DetectionBBoxNetwork method) (pytorchvideo.models.simclr.SimCLR method) (pytorchvideo.transforms.ConvertUint8ToFloat method) (pytorchvideo.transforms.CutMix method) (pytorchvideo.transforms.Div255 method) (pytorchvideo.transforms.MixUp method) (pytorchvideo.transforms.MixVideo method) (pytorchvideo.transforms.Normalize method) (pytorchvideo.transforms.OpSampler method) (pytorchvideo.transforms.Permute method) (pytorchvideo.transforms.RandomShortSideScale method) (pytorchvideo.transforms.ShortSideScale method) (pytorchvideo.transforms.UniformTemporalSubsample method) (pytorchvideo.transforms.UniformTemporalSubsampleRepeated method)

forward_backbone() (pytorchvideo.models.byol.BYOL method) forward_backbone_mmt() (pytorchvideo.models.byol.BYOL method) FuseFastToSlow (class in pytorchvideo.models.slowfast)

G

get_mmt() (pytorchvideo.models.byol.BYOL method)

H

Hmdb51() (in module pytorchvideo.data)

horizontal_flip_with_boxes() (in module pytorchvideo.transforms.functional)

K

Kinetics() (in module pytorchvideo.data)

L

labeled_video_dataset() (in module pytorchvideo.data) LabeledVideoDataset (class in pytorchvideo.data)

LearnMaskedDefault (class in pytorchvideo.models.masked_multistream) List (in module pytorchvideo.transforms) LSTM (class in pytorchvideo.models.masked_multistream)

M

make_clip_sampler() (in module pytorchvideo.data) make_fusion_layer() (in module pytorchvideo.layers.fusion) make_multilayer_perceptron() (in module pytorchvideo.layers.mlp) MaskedMultiPathWay (class in pytorchvideo.models.masked_multistream) MaskedSequential (class in pytorchvideo.models.masked_multistream) MaskedTemporalPooling (class in pytorchvideo.models.masked_multistream) MemoryBank (class in pytorchvideo.models.memory_bank) MixUp (class in pytorchvideo.transforms) MixVideo (class in pytorchvideo.transforms) module pytorchvideo.data pytorchvideo.layers.batch_norm pytorchvideo.layers.convolutions pytorchvideo.layers.fusion pytorchvideo.layers.mlp pytorchvideo.layers.nonlocal_net pytorchvideo.layers.positional_encoding pytorchvideo.layers.squeeze_excitation pytorchvideo.layers.swish pytorchvideo.models.byol pytorchvideo.models.csn pytorchvideo.models.head pytorchvideo.models.masked_multistream pytorchvideo.models.memory_bank pytorchvideo.models.net pytorchvideo.models.r2plus1d pytorchvideo.models.resnet pytorchvideo.models.simclr pytorchvideo.models.slowfast pytorchvideo.models.stem pytorchvideo.models.x3d pytorchvideo.transforms pytorchvideo.transforms.functional

MultiPathWayWithFuse (class in pytorchvideo.models.net)

N

NaiveSyncBatchNorm1d (class in pytorchvideo.layers.batch_norm) NaiveSyncBatchNorm2d (class in pytorchvideo.layers.batch_norm) NaiveSyncBatchNorm3d (class in pytorchvideo.layers.batch_norm) Net (class in pytorchvideo.models.net)

NonLocal (class in pytorchvideo.layers.nonlocal_net) Normalize (class in pytorchvideo.transforms) NUM_CLASSES (pytorchvideo.data.Charades attribute) num_videos() (pytorchvideo.data.LabeledVideoDataset property)

O

OpSampler (class in pytorchvideo.transforms) output_dim() (pytorchvideo.layers.fusion.ConcatFusion property) (pytorchvideo.layers.fusion.ReduceFusion property) (pytorchvideo.layers.fusion.TemporalConcatFusion property)

P

PatchEmbed (class in pytorchvideo.models.stem) Permute (class in pytorchvideo.transforms) PoolConcatPathway (class in pytorchvideo.models.slowfast) PositionalEncoding (class in pytorchvideo.layers.positional_encoding) ProjectedPool (class in pytorchvideo.models.x3d) pytorchvideo.data module pytorchvideo.layers.batch_norm module pytorchvideo.layers.convolutions module pytorchvideo.layers.fusion module pytorchvideo.layers.mlp module pytorchvideo.layers.nonlocal_net module pytorchvideo.layers.positional_encoding module pytorchvideo.layers.squeeze_excitation module pytorchvideo.layers.swish module pytorchvideo.models.byol module

pytorchvideo.models.csn module pytorchvideo.models.head module pytorchvideo.models.masked_multistream module pytorchvideo.models.memory_bank module pytorchvideo.models.net module pytorchvideo.models.r2plus1d module pytorchvideo.models.resnet module pytorchvideo.models.simclr module pytorchvideo.models.slowfast module pytorchvideo.models.stem module pytorchvideo.models.x3d module pytorchvideo.transforms module pytorchvideo.transforms.functional module

R

RandAugment (class in pytorchvideo.transforms) random_crop_with_boxes() (in module pytorchvideo.transforms.functional) random_resized_crop() (in module pytorchvideo.transforms.functional) random_short_side_scale_with_boxes() (in module pytorchvideo.transforms.functional) RandomClipSampler (class in pytorchvideo.data) RandomResizedCrop (class in pytorchvideo.transforms) RandomShortSideScale (class in pytorchvideo.transforms)

ReduceFusion (class in pytorchvideo.layers.fusion) RemoveKey (class in pytorchvideo.transforms) ResBlock (class in pytorchvideo.models.resnet) ResNetBasicHead (class in pytorchvideo.models.head) ResNetBasicStem (class in pytorchvideo.models.stem) ResNetRoIHead (class in pytorchvideo.models.head) ResStage (class in pytorchvideo.models.resnet)

S

SeparableBottleneckBlock (class in pytorchvideo.models.resnet) SequencePool (class in pytorchvideo.models.head) short_side_scale() (in module pytorchvideo.transforms.functional) short_side_scale_with_boxes() (in module pytorchvideo.transforms.functional) ShortSideScale (class in pytorchvideo.transforms) sim_loss() (pytorchvideo.models.byol.BYOL method)

SimCLR (class in pytorchvideo.models.simclr) SpatioTemporalClsPositionalEncoding (class in pytorchvideo.layers.positional_encoding) SqueezeAndExcitationLayer2D (class in pytorchvideo.layers.squeeze_excitation) SSv2 (class in pytorchvideo.data) Swish (class in pytorchvideo.layers.swish) SwishFunction (class in pytorchvideo.layers.swish)

T

TemporalConcatFusion (class in pytorchvideo.layers.fusion) training (pytorchvideo.transforms.ConvertUint8ToFloat attribute) (pytorchvideo.transforms.CutMix attribute) (pytorchvideo.transforms.Div255 attribute) (pytorchvideo.transforms.MixUp attribute) (pytorchvideo.transforms.MixVideo attribute) (pytorchvideo.transforms.Normalize attribute) (pytorchvideo.transforms.OpSampler attribute) (pytorchvideo.transforms.Permute attribute) (pytorchvideo.transforms.RandomResizedCrop attribute) (pytorchvideo.transforms.RandomShortSideScale attribute) (pytorchvideo.transforms.RemoveKey attribute) (pytorchvideo.transforms.ShortSideScale attribute) (pytorchvideo.transforms.UniformCropVideo attribute) (pytorchvideo.transforms.UniformTemporalSubsample attribute) (pytorchvideo.transforms.UniformTemporalSubsampleRepeated attribute)

TransposeMultiheadAttention (class in pytorchvideo.models.masked_multistream) TransposeTransformerEncoder (class in pytorchvideo.models.masked_multistream) Tuple (in module pytorchvideo.transforms) (in module pytorchvideo.transforms.functional)

U

Ucf101() (in module pytorchvideo.data) uniform_crop() (in module pytorchvideo.transforms.functional) uniform_crop_with_boxes() (in module pytorchvideo.transforms.functional) uniform_temporal_subsample() (in module pytorchvideo.transforms.functional) uniform_temporal_subsample_repeated() (in module pytorchvideo.transforms.functional)

UniformClipSampler (class in pytorchvideo.data) UniformCropVideo (class in pytorchvideo.transforms) UniformTemporalSubsample (class in pytorchvideo.transforms) UniformTemporalSubsampleRepeated (class in pytorchvideo.transforms) update_mmt() (pytorchvideo.models.byol.BYOL method)

V

video_sampler() (pytorchvideo.data.Charades property) (pytorchvideo.data.LabeledVideoDataset property) (pytorchvideo.data.SSv2 property)

VisionTransformerBasicHead (class in pytorchvideo.models.head)