awesome-image-classification

arXiv2017( )

pdf:

torchvision : https://github.com/pytorch/vision/blob/master/torchvision/models/vgg.py

code:

keras-applications : https://github.com/keras-team/keras-applications/blob/master/keras_applications/vgg16.py

code:

keras-applications : https://github.com/keras-team/keras-applications/blob/master/keras_applications/vgg19.py

code:

pdf:

unofficial-tensorflow : https://github.com/conan7882/GoogLeNet-Inception

code:

unofficial-caffe : https://github.com/lim0606/caffe-googlenet-bn

code:

pdf:

unofficial-chainer : https://github.com/nutszebra/prelu_net

code:

pdf:

facebook-torch : https://github.com/facebook/fb.resnet.torch

code:

torchvision : https://github.com/pytorch/vision/blob/master/torchvision/models/resnet.py

code:

keras-applications : https://github.com/keras-team/keras-applications/blob/master/keras_applications/resnet.py

code:

unofficial-keras : https://github.com/raghakot/keras-resnet

code:

unofficial-tensorflow : https://github.com/ry/tensorflow-resnet

code:

pdf:

facebook-torch : https://github.com/facebook/fb.resnet.torch/blob/master/models/preresnet.lua

code:

official : https://github.com/KaimingHe/resnet-1k-layers

code:

unoffical-pytorch : https://github.com/kuangliu/pytorch-cifar/blob/master/models/preact_resnet.py

code:

unoffical-mxnet : https://github.com/tornadomeet/ResNet

code:

pdf:

torchvision : https://github.com/pytorch/vision/blob/master/torchvision/models/inception.py

code:

keras-applications : https://github.com/keras-team/keras-applications/blob/master/keras_applications/inception_v3.py

code:

pdf:

unofficial-keras : https://github.com/kentsommer/keras-inceptionV4

code:

unofficial-keras : https://github.com/titu1994/Inception-v4

code:

unofficial-keras : https://github.com/yuyang-huang/keras-inception-resnet-v2

code:

pdf:

unofficial-tensorflow : https://github.com/SunnerLi/RiR-Tensorflow

code:

unofficial-chainer : https://github.com/nutszebra/resnet_in_resnet

code:

pdf:

unofficial-torch : https://github.com/yueatsprograms/Stochastic_Depth

code:

unofficial-chainer : https://github.com/yasunorikudo/chainer-ResDrop

code:

unofficial-keras : https://github.com/dblN/stochastic_depth_keras

code:

pdf:

official : https://github.com/szagoruyko/wide-residual-networks

code:

unofficial-pytorch : https://github.com/xternalz/WideResNet-pytorch

code:

unofficial-keras : https://github.com/asmith26/wide_resnets_keras

code:

unofficial-pytorch : https://github.com/meliketoy/wide-resnet.pytorch

code:

pdf:

torchvision : https://github.com/pytorch/vision/blob/master/torchvision/models/squeezenet.py

code:

unofficial-caffe : https://github.com/DeepScale/SqueezeNet

code:

unofficial-keras : https://github.com/rcmalli/keras-squeezenet

code:

unofficial-caffe : https://github.com/songhan/SqueezeNet-Residual

code:

pdf:

unofficial-tensorflow : https://github.com/aqibsaeed/Genetic-CNN

code:

pdf:

official : https://github.com/bowenbaker/metaqnn

code:

pdf:

official : https://github.com/jhkim89/PyramidNet

code:

unofficial-pytorch : https://github.com/dyhan0920/PyramidNet-PyTorch

code:

pdf:

official : https://github.com/liuzhuang13/DenseNet

code:

unofficial-keras : https://github.com/titu1994/DenseNet

code:

unofficial-caffe : https://github.com/shicai/DenseNet-Caffe

code:

unofficial-tensorflow : https://github.com/YixuanLi/densenet-tensorflow

code:

unofficial-pytorch : https://github.com/YixuanLi/densenet-tensorflow

code:

unofficial-pytorch : https://github.com/bamos/densenet.pytorch

code:

unofficial-keras : https://github.com/flyyufelix/DenseNet-Keras

code:

pdf:

unofficial-caffe : https://github.com/gustavla/fractalnet

code:

unofficial-keras : https://github.com/snf/keras-fractalnet

code:

unofficial-tensorflow : https://github.com/tensorpro/FractalNet

code:

pdf:

official : https://github.com/facebookresearch/ResNeXt

code:

keras-applications : https://github.com/keras-team/keras-applications/blob/master/keras_applications/resnext.py

code:

unofficial-pytorch : https://github.com/prlz77/ResNeXt.pytorch

code:

unofficial-keras : https://github.com/titu1994/Keras-ResNeXt

code:

unofficial-tensorflow : https://github.com/taki0112/ResNeXt-Tensorflow

code:

unofficial-tensorflow : https://github.com/wenxinxu/ResNeXt-in-tensorflow

code:

pdf:

official : https://github.com/hellozting/InterleavedGroupConvolutions

code

pdf:

official : https://github.com/fwang91/residual-attention-network

code:

unofficial-pytorch : https://github.com/tengshaofeng/ResidualAttentionNetwork-pytorch

code:

unofficial-gluon : https://github.com/PistonY/ResidualAttentionNetwork

code:

unofficial-keras : https://github.com/koichiro11/residual-attention-network

code:

pdf:

unofficial-pytorch : https://github.com/jfzhang95/pytorch-deeplab-xception/blob/master/modeling/backbone/xception.py

code:

unofficial-tensorflow : https://github.com/kwotsin/TensorFlow-Xception

code:

unofficial-caffe : https://github.com/yihui-he/Xception-caffe

code:

unofficial-pytorch : https://github.com/tstandley/Xception-PyTorch

code:

keras-applications : https://github.com/keras-team/keras-applications/blob/master/keras_applications/xception.py

code:

pdf:

unofficial-tensorflow : https://github.com/Zehaos/MobileNet

code:

unofficial-caffe : https://github.com/shicai/MobileNet-Caffe

code:

code:

keras-applications : https://github.com/keras-team/keras-applications/blob/master/keras_applications/mobilenet.py

code:

pdf:

official : https://github.com/open-mmlab/polynet

code:

pdf:

official : https://github.com/cypw/DPNs

code:

unoffical-keras : https://github.com/titu1994/Keras-DualPathNetworks

code:

unofficial-pytorch : https://github.com/oyam/pytorch-DPNs

code:

unofficial-pytorch : https://github.com/rwightman/pytorch-dpn-pretrained

code:

pdf:

pdf:

official : https://github.com/cypw/CRU-Net

code

unofficial-mxnet : https://github.com/bruinxiong/Modified-CRUNet-and-Residual-Attention-Network.mxnet

code

pdf:

official-pytorch: https://github.com/ucbdrive/dla

code:

pdf:

unofficial-tensorflow : https://github.com/MG2033/ShuffleNet

code:

unofficial-pytorch : https://github.com/jaxony/ShuffleNet

code:

unofficial-caffe : https://github.com/farmingyard/ShuffleNet

code:

unofficial-keras : https://github.com/scheckmedia/keras-shufflenet

code:

pdf:

official : https://github.com/ShichenLiu/CondenseNet

code:

unofficial-tensorflow : https://github.com/markdtw/condensenet-tensorflow

code:

pdf:

unofficial-keras : https://github.com/titu1994/Keras-NASNet

code:

keras-applications : https://github.com/keras-team/keras-applications/blob/master/keras_applications/nasnet.py

code:

unofficial-pytorch : https://github.com/wandering007/nasnet-pytorch

code:

unofficial-tensorflow : https://github.com/yeephycho/nasnet-tensorflow

code:

pdf:

unofficial-keras : https://github.com/xiaochus/MobileNetV2

code:

unofficial-pytorch : https://github.com/Randl/MobileNetV2-pytorch

code:

unofficial-tensorflow : https://github.com/neuleaf/MobileNetV2

code:

pdf:

pdf:

pdf:

tensorflow-slim : https://github.com/tensorflow/models/blob/master/research/slim/nets/nasnet/pnasnet.py

code:

unofficial-pytorch : https://github.com/chenxi116/PNASNet.pytorch

code:

unofficial-tensorflow : https://github.com/chenxi116/PNASNet.TF

code:

pdf:

tensorflow-tpu : https://github.com/tensorflow/tpu/tree/master/models/official/amoeba_net

code:

pdf:

official : https://github.com/hujie-frank/SENet

code:

unofficial-pytorch : https://github.com/moskomule/senet.pytorch

code:

unofficial-tensorflow : https://github.com/taki0112/SENet-Tensorflow

code:

unofficial-caffe : https://github.com/shicai/SENet-Caffe

code:

unofficial-mxnet : https://github.com/bruinxiong/SENet.mxnet

code:

pdf:

unofficial-pytorch : https://github.com/Randl/ShuffleNetV2-pytorch

code:

unofficial-keras : https://github.com/opconty/keras-shufflenetV2

code:

code:

unofficial-caff2: https://github.com/wolegechu/ShuffleNetV2.Caffe2

code:

pdf:

official-pytorch : https://github.com/Jongchan/attention-module

code:

unofficial-pytorch : https://github.com/luuuyi/CBAM.PyTorch

code:

unofficial-pytorch : https://github.com/elbuco1/CBAM

code:

unofficial-keras : https://github.com/kobiso/CBAM-keras

code:

pdf:

official : https://github.com/homles11/IGCV3

code:

unofficial-pytorch : https://github.com/xxradon/IGCV3-pytorch

code:

unofficial-tensorflow : https://github.com/ZHANG-SHI-CHANG/IGCV3

code:

pdf:

official-pytorch : https://github.com/Jongchan/attention-module

code:

unofficial-tensorflow : https://github.com/huyz1117/BAM

code:

pdf:

unofficial-pytorch : https://github.com/AnjieZheng/MnasNet-PyTorch

code:

unofficial-caffe : https://github.com/LiJianfei06/MnasNet-caffe

code:

unofficial-MxNet : https://github.com/chinakook/Mnasnet.MXNet

code:

unofficial-keras : https://github.com/Shathe/MNasNet-Keras-Tensorflow

code:

pdf:

official : https://github.com/implus/SKNet

code:

pdf:

official : https://github.com/quark0/darts

code:

unofficial-pytorch : https://github.com/khanrc/pt.darts

code:

unofficial-tensorflow : https://github.com/NeroLoh/darts-tensorflow

code:

pdf:

official : https://github.com/mit-han-lab/ProxylessNAS

code:

pdf:

unofficial-pytorch : https://github.com/xiaolai-sqlai/mobilenetv3

code:

unofficial-pytorch : https://github.com/kuan-wang/pytorch-mobilenet-v3

code:

unofficial-pytorch : https://github.com/leaderj1001/MobileNetV3-Pytorch

code:

unofficial-pytorch : https://github.com/d-li14/mobilenetv3.pytorch

code:

unofficial-caffe : https://github.com/jixing0415/caffe-mobilenet-v3

code:

unofficial-keras : https://github.com/xiaochus/MobileNetV3

code:

pdf:

unofficial-pytorch : https://github.com/4uiiurz1/pytorch-res2net

code:

unofficial-keras : https://github.com/fupiao1998/res2net-keras

code:

code:

pdf:

official-pytorch : https://github.com/sebgao/LIP

code:

pdf:

unofficial-pytorch : https://github.com/lukemelas/EfficientNet-PyTorch

code:

official-tensorflow : https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet

code:

pdf:

official-pytorch : https://github.com/facebookresearch/FixRes

code:

pdf:

official-tensorflow: https://github.com/google-research/big_transfer

code:

pdf:

https://github.com/d-li14/PSConv

code:

pdf:

official-tensorflow: https://github.com/google-research/noisystudent

code:

code:

pdf:

official-pytorch: https://github.com/facebookresearch/pycls

code:

unofficial-pytorch: https://github.com/d-li14/regnet.pytorch

code:

pdf:

official-pytorch: https://github.com/huawei-noah/ghostnet

code:

pdf:

official-tensorflow: https://github.com/google-research/vision_transformer

code:

unofficial-pytorch: https://github.com/jeonsworld/ViT-pytorch

code:

pdf:

official-pytorch: https://github.com/facebookresearch/deit

code:

pdf:

official-pytorch: https://github.com/whai362/PVT

code:

pdf:

official-pytorch: https://github.com/yitu-opensource/T2T-ViT

code:

pdf:

official-pytorch: https://github.com/zhoudaquan/dvit_repo

code:

pdf:

official-pytorch: https://github.com/microsoft/vision-longformer

code:

pdf:

https://github.com/huawei-noah/CV-Backbones

code:

pdf:

https://github.com/microsoft/CvT

code:

pdf:

https://github.com/IBM/CrossViT

code:

pdf:

https://github.com/microsoft/Focal-Transformer

code:

pdf:

code:

pdf:

official-pytorch: https://github.com/whai362/PVT

code: