Methods > Computer Vision

Image Model Blocks

Image Model Blocks are building blocks used in image models such as convolutional neural networks. Below you can find a continuously updating list of image model blocks.

METHOD YEAR PAPERS
Residual Block
2015 1448
Bottleneck Residual Block
2015 1139
Dense Block
2016 268
Squeeze-and-Excitation Block
2017 169
Inception Module
2014 132
ResNeXt Block
2016 107
Spatial Transformer
2015 85
Non-Local Block
2017 67
Fire Module
2016 65
Inception-v3 Module
2015 58
Spatial Attention Module
2018 52
Axial
2019 47
Wide Residual Block
2016 36
ShuffleNet Block
2017 28
Hourglass Module
2016 23
Channel Attention Module
2018 22
SRGAN Residual Block
2016 21
Reduction-A
2016 18
ESP
2018 18
ENet Initial Block
2016 17
ENet Bottleneck
2016 17
ENet Dilated Bottleneck
2016 17
ShuffleNet V2 Block
2018 14
Inception-ResNet-v2-C
2016 12
Inception-ResNet-v2-B
2016 12
Inception-ResNet-v2-A
2016 12
Inception-ResNet-v2 Reduction-B
2016 12
DPN Block
2017 10
Inception-A
2016 9
Inception-B
2016 9
Inception-C
2016 9
Reduction-B
2016 9
ShuffleNet V2 Downsampling Block
2018 9
Split Attention
2020 8
Ghost Module
2019 8
Ghost Bottleneck
2019 8
Res2Net Block
2019 7
Pyramidal Residual Unit
2016 7
Pyramidal Bottleneck Residual Unit
2000 7
FBNet Block
2018 7
Global Context Block
2019 6
Fractal Block
2016 6
Efficient Channel Attention
2019 5
Selective Kernel
2019 4
Big-Little Module
2018 4
One-Shot Aggregation
2019 4
Dilated Bottleneck Block
2018 4
Dilated Bottleneck with Projection Block
2018 4
Style-based Recalibration Module
2019 3
Two-Way Dense Layer
2018 3
Multiscale Dilated Convolution Block
2016 3
SqueezeNeXt Block
2018 3
Scale Aggregation Block
2019 2
CSPResNeXt Block
2019 2
Elastic Dense Block
2018 2
DVD-GAN GBlock
2019 2
DVD-GAN DBlock
2019 2
NVAE Generative Residual Cell
2020 2
NVAE Encoder Residual Cell
2020 2
Bottleneck Transformer Block
2021 2
LRNet
2019 2
Harmonic Block
2020 1
Spatial Group-wise Enhance
2019 1
Residual SRM
2019 1
DiCE Unit
2019 1
DimFuse
2019 1
EESP
2018 1
Strided EESP
2018 1
Compact Global Descriptor
2019 1
OSA (identity mapping + eSE)
2019 1
Effective Squeeze-and-Excitation Block
2019 1
CBAM
2018 1
Elastic ResNeXt Block
2018 1
Depthwise Fire Module
2019 1
CornerNet-Squeeze Hourglass Module
2019 1
Mobile DenseNet
2020 1
E-MBConv
2020 1
TNT
2021 1