Image Models

Image Models are methods that build representations of images for downstream tasks such as classification and object detection. The most popular subcategory are convolutional neural networks. Below you can find a continuously updated list of image models.

METHOD YEAR PAPERS
ResNet
2015 1030
AlexNet
2012 287
VGG
2014 265
DenseNet
2016 222
MobileNetV2
2018 125
GoogLeNet
2014 110
ResNeXt
2016 97
Darknet-53
2018 76
EfficientNet
2019 72
Xception
2017 66
SqueezeNet
2016 58
Inception-v3
2015 54
LeNet
1998 44
Darknet-19
2016 38
MobileNetV1
2017 38
WideResNet
2016 31
ShuffleNet
2017 25
SENet
2017 16
MobileNetV3
2019 16
CSPDarknet53
2020 15
MnasNet
2018 12
HRNet
2019 12
Inception-ResNet-v2
2016 11
PCB
2017 11
DPN
2017 9
ShuffleNet v2
2018 9
Inception v2
2015 9
Inception-v4
2016 8
PyramidNet
2016 7
OverFeat
2013 7
CheXNet
2017 7
Vision Transformer
2020 7
FractalNet
2016 6
AmoebaNet
2018 6
RevNet
2017 5
Res2Net
2019 5
FBNet
2018 5
SimpleNet
2016 5
ResNet-D
2018 4
Single-path NAS
2019 4
DetNet
2018 4
SpineNet
2019 4
SNet
2019 4
ZFNet
2013 4
MixNet
2019 3
PeleeNet
2018 3
GhostNet
2019 3
SqueezeNeXt
2018 3
Assemble-ResNet
2020 2
ScaleNet
2019 2
DenseNet-Elastic
2018 2
CSPResNeXt
2019 2
ProxylessNet-GPU
2018 2
VoVNet
2019 2
RegNetY
2020 2
Big-Little Net
2018 2
ResNeSt
2020 2
ProxylessNet-Mobile
2018 2
ProxylessNet-CPU
2018 2
McKernel
2017 2
SCARLET
2019 1
TResNet
2020 1
MultiGrain
2019 1
Harm-Net
2020 1
ECA-Net
2019 1
DenseNAS-B
2019 1
DenseNAS-A
2019 1
GreedyNAS-B
2020 1
ResNeXt-Elastic
2018 1
PReLU-Net
2015 1
CSPDenseNet
2019 1
CSPDenseNet-Elastic
2019 1
VoVNetV2
2019 1
DiCENet
2019 1
ESPNetv2
2018 1
DetNASNet
2019 1
CornerNet-Squeeze Hourglass
2019 1
SPP-Net
2014 1
GreedyNAS-A
2020 1
GreedyNAS-C
2020 1
DenseNAS-C
2019 1
RegNetX
2020 1
MoGA-A
2019 1
RandWire
2019 1
MoGA-C
2019 1
MoGA-B
2019 1
CSPPeleeNet
2019 1
IRN
2020 1
Deep-CAPTCHA
2020 1
uNetXST
2020 1
DeiT
2020 1
RepVGG
2021 1
SKNet
2000 0
LR-Net
2000 0