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Data

CutOut

MixUP

CutMix

Base

GIoU

DIoU

Image Classification

VGG

ResNet

ResNetV2

ResNeXt

InceptionV1

InceptionV2

InceptionV3

InceptionV4/InceptionResNetV2

DenseNet

Xecption

MobileNet

NASNet

EfficientNet

Object Detection

RCNN

Fast RCNN

Faster RCNN

SSD

YOLO_V1

YOLO_V2

YOLO_V3

YOLO_V4

RetinaNet

CenterNet

MatrixNet

Semantic Segmentation

UNet

SegNet

FCN

DeepLabV1

DeepLabV2

DeepLabV3

DeepLabV3+

Instance Segmentation

MaskRCNN

GAN

GAN

DCGAN

InfoGAN

CycleGAN

StyleGAN

SRGAN

ESRGAN