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github.com/ZhugeKongan/Attention-mechanism-implementation
/ types & classes
Types & classes
43 in github.com/ZhugeKongan/Attention-mechanism-implementation
⨍
Functions
81
◇
Types & classes
43
↓ 4 callers
Class
AverageMeter
Computes and stores the average and current value
train.py:150
↓ 3 callers
Class
SpatialGate
models/TripletAttention.py:17
↓ 2 callers
Class
SpatialPyramidPooling
models/ANN.py:12
↓ 1 callers
Class
AFNB
models/ANN.py:58
↓ 1 callers
Class
CBAM
models/CBAM_blocks.py:48
↓ 1 callers
Class
ChannelAttention
models/CBAM_blocks.py:7
↓ 1 callers
Class
ChannelPool
models/TripletAttention.py:12
↓ 1 callers
Class
ECA
Constructs a ECA module. Args: channel: Number of channels of the input feature map k_size: Adaptive selection of kernel size
models/SK_block.py:97
↓ 1 callers
Class
GlobalContextBlock
models/GlobalContextBlock.py:6
↓ 1 callers
Class
NONLocalBlock1D
models/non_local_dot_product.py:93
↓ 1 callers
Class
NONLocalBlock1D
models/non_local_embedded_gaussian.py:99
↓ 1 callers
Class
NONLocalBlock1D
models/non_local_gaussian.py:95
↓ 1 callers
Class
NONLocalBlock1D
models/non_local_concatenation.py:109
↓ 1 callers
Class
NONLocalBlock2D
models/non_local_dot_product.py:101
↓ 1 callers
Class
NONLocalBlock2D
models/non_local_embedded_gaussian.py:107
↓ 1 callers
Class
NONLocalBlock2D
models/non_local_gaussian.py:103
↓ 1 callers
Class
NONLocalBlock2D
models/non_local_concatenation.py:117
↓ 1 callers
Class
NONLocalBlock3D
models/non_local_dot_product.py:109
↓ 1 callers
Class
NONLocalBlock3D
models/non_local_embedded_gaussian.py:115
↓ 1 callers
Class
NONLocalBlock3D
models/non_local_gaussian.py:111
↓ 1 callers
Class
NONLocalBlock3D
models/non_local_concatenation.py:125
↓ 1 callers
Class
NonLocalBlock
models/NonLocalBlock.py:6
↓ 1 callers
Class
ResNet
train.py:78
↓ 1 callers
Class
SKConv
models/SKNet.py:5
↓ 1 callers
Class
SpatialAttention
models/CBAM_blocks.py:30
↓ 1 callers
Class
TripletAttention
models/TripletAttention.py:33
↓ 1 callers
Class
WarmUpLR
warmup_training learning rate scheduler Args: optimizer: optimzier(e.g. SGD) total_iters: totoal_iters of warmup phase
train.py:133
↓ 1 callers
Class
_ChannelAttentionModule
Channel attention module
models/DaNet.py:28
↓ 1 callers
Class
_PositionAttentionModule
Position attention module
models/DaNet.py:5
↓ 1 callers
Class
cSE_Module
models/SEvariants.py:6
↓ 1 callers
Class
sSE_Module
models/SEvariants.py:23
↓ 1 callers
Class
scSE_Module
models/SEvariants.py:35
Class
APNB
models/ANN.py:27
Class
BasicBlock
train.py:46
Class
SE
models/SE_block.py:11
Class
SF
models/SK_block.py:120
Class
SKConv
models/SK_block.py:3
Class
_DAHead
models/DaNet.py:50
Class
_NonLocalBlockND
models/non_local_dot_product.py:6
Class
_NonLocalBlockND
models/non_local_embedded_gaussian.py:6
Class
_NonLocalBlockND
models/non_local_gaussian.py:6
Class
_NonLocalBlockND
models/non_local_concatenation.py:6
Class
residual_attention
models/residual_attention_blocks.py:6