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 928
AlexNet
2012 286
VGG
2014 242
DenseNet
2016 197
MobileNetV2
2018 112
GoogLeNet
2014 108
ResNeXt
2016 94
Xception
2017 58
Darknet-53
2018 57
SqueezeNet
2016 55
Inception-v3
2015 53
EfficientNet
2019 49
LeNet
1998 44
MobileNetV1
2017 37
Darknet-19
2016 37
WideResNet
2016 29
ShuffleNet
2017 23
SENet
2017 15
MnasNet
2018 11
Inception-ResNet-v2
2016 11
HRNet
2019 10
MobileNetV3
2019 10
ShuffleNet v2
2018 9
DPN
2017 9
Inception-v4
2016 8
Inception v2
2015 8
CheXNet
2017 7
CSPDarknet53
2020 7
PyramidNet
2016 7
OverFeat
2013 7
FractalNet
2016 6
AmoebaNet
2018 6
FBNet
2018 5
SimpleNet
2016 5
RevNet
2017 5
DetNet
2018 4
Single-path NAS
2019 4
ZFNet
2013 4
SNet
2019 4
SpineNet
2019 4
Res2Net
2019 3
SqueezeNeXt
2018 3
ResNet-D
2018 3
PeleeNet
2018 3
MixNet
2019 3
McKernel
2017 2
VoVNet
2019 2
ProxylessNet-CPU
2018 2
ResNeSt
2020 2
ProxylessNet-GPU
2018 2
ProxylessNet-Mobile
2018 2
Assemble-ResNet
2020 2
CSPResNeXt
2019 2
DenseNet-Elastic
2018 2
PReLU-Net
2015 1
IRN
2020 1
GhostNet
2019 1
GreedyNAS-B
2020 1
ECA-Net
2019 1
ResNeXt-Elastic
2018 1
ScaleNet
2019 1
DiCENet
2019 1
DenseNAS-B
2019 1
SPP-Net
2014 1
MultiGrain
2019 1
Harm-Net
2020 1
Deep-CAPTCHA
2020 1
RandWire
2019 1
CSPDenseNet-Elastic
2019 1
RegNetY
2020 1
GreedyNAS-C
2020 1
DenseNAS-C
2019 1
SCARLET
2019 1
MoGA-C
2019 1
CornerNet-Squeeze Hourglass
2019 1
DenseNAS-A
2019 1
GreedyNAS-A
2020 1
MoGA-A
2019 1
VoVNetV2
2019 1
CSPPeleeNet
2019 1
MoGA-B
2019 1
Big-Little Net
2018 1
RegNetX
2020 1
TResNet
2020 1
DetNASNet
2019 1
CSPDenseNet
2019 1
ESPNetv2
2018 1
LR-Net
2000 0
SKNet
2000 0