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github.com/catalys1/mae-pytorch
/ types & classes
Types & classes
16 in github.com/catalys1/mae-pytorch
⨍
Functions
50
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Types & classes
16
↓ 2 callers
Class
ViTBlocks
The main processing blocks of ViT. Excludes things like patch embedding and classificaton layer. Args: width: size of the feature dim
mae.py:34
↓ 1 callers
Class
DataRepeater
datamodule.py:27
↓ 1 callers
Class
MAE
Masked Autoencoder LightningModule. Args: image_size: (height, width) of the input images. patch_size: size of the image patches.
mae.py:253
↓ 1 callers
Class
MaskedAutoencoder
Masked Autoencoder for visual representation learning. Args: image_size: (height, width) of the input images. patch_size: side le
mae.py:63
Class
AircraftDataModule
datamodule.py:138
Class
Cifar100DataModule
datamodule.py:185
Class
Cifar10DataModule
datamodule.py:180
Class
CubDataModule
datamodule.py:121
Class
DogsDataModule
datamodule.py:125
Class
MAE_linear_probe
Frozen MAE encoder with trainable linear readout to class labels https://lightning.ai/docs/pytorch/stable/advanced/transfer_learning.html
mae.py:391
Class
STL10LinearProbeDataModule
datamodule.py:226
Class
STL10PretrainDataModule
datamodule.py:190
Class
StanfordCarsDataModule
datamodule.py:130
Class
_BaseDataModule
datamodule.py:42
Class
_CifarDataModule
datamodule.py:146
Class
_FGVCDataModule
datamodule.py:90