jaheel / Deep_Learning

深度学习领域论文翻译+理解

Deep_Learning

致力于深度学习细分领域经典论文的主要**翻译和理解点提炼，旨在通过领域论文将其系统化建构，提高学习复用率。

Domain

Classification

Method	翻译	Code	Manager	e-mail
LeNet-5	翻译	Code	@Alex	[e-mail]
AlexNet	翻译	Code	@Alex	[e-mail]
ZFNet	翻译		@Alex	[e-mail]
OverFeat	翻译		@Alex	[e-mail]
NIN	翻译	Code	@Alex	[e-mail]
VGG	翻译	Code	@Alex	[e-mail]
GoogLeNet v1	翻译	Code	@Alex	[e-mail]
GoogLeNet v2	翻译 BN	Code/BN	@Alex	[e-mail]
GoogLeNet v3	翻译		@Alex	[e-mail]
ResNet	翻译	Code	@Alex	[e-mail]
ResNet v2	翻译		@Alex	[e-mail]
GoogLeNet v4	翻译		@Alex	[e-mail]
ResNeXt	翻译		@Alex	[e-mail]
DenseNet	翻译	Code	@Alex	[e-mail]
Xception	翻译		@Alex	[e-mail]
MobileNet v1	翻译		@Alex	[e-mail]
SENet	翻译		@Alex	[e-mail]
ShuffleNet v1	翻译		@Alex	[e-mail]
CBAM	翻译		@Alex	[e-mail]
ShuffleNet v2	翻译		@Alex	[e-mail]
SKNet	翻译		@Alex	[e-mail]
MobileNet v2	翻译		@Alex	[e-mail]
MobileNet v3	翻译		@Alex	[e-mail]
EfficientNet	翻译		@Alex	[e-mail]
ECANet	翻译		@Alex	[e-mail]

Object Detection

Method	翻译	Code	Manager	e-mail
R-CNN	翻译		@Alex	[e-mail]
SPPNet	翻译		@Alex	[e-mail]
Fast R-CNN	翻译		@Alex	[e-mail]
Faster R-CNN	翻译		@Alex	[e-mail]
YOLO v1	翻译		@Alex	[e-mail]
SSD	翻译		@Alex	[e-mail]
R-FCN	翻译		@Alex	[e-mail]
FPN	翻译		@Alex	[e-mail]
YOLO v2	翻译		@Alex	[e-mail]
RetinaNet	翻译		@Alex	[e-mail]
YOLO v3	翻译		@Alex	[e-mail]
CornerNet	翻译		@Alex	[e-mail]
FCOS	翻译		@Alex	[e-mail]
CenterNet	翻译		@Alex	[e-mail]
EfficientDet	翻译		@Alex	[e-mail]
DETR	翻译		@Alex	[e-mail]
YOLO v4	翻译		@Alex	[e-mail]
YOLOF	翻译		@Alex	[e-mail]
YOLOX	翻译		@allkkk	[e-mail]

Semantic Segmentation

Method	翻译	Code	Manager	e-mail
UNet	翻译		@VViolin	[e-mail]
FCN	翻译		@VViolin	[e-mail]
SegNet	翻译		@VViolin	[e-mail]

Person Re-ID

Method	翻译	Code	Manager	e-mail
Survey	翻译		@chenhy998	[e-mail]

Person Detection

Method	翻译	Code	Manager	e-mail
DETR	翻译		@chenhy998	[e-mail]

Medical Imaging

Method	翻译	Code	Manager	e-mail
Survey	翻译		@Alex	[e-mail]

Activation Function

Method	Theory	Code	Manager	e-mail
Summary	Theory		@Alex	[e-mail]

Optimizer

Method	Theory	Code	Manager	e-mail
Summary	Theory		@Alex	[e-mail]
SGD	Theory		@Alex	[e-mail]

Pre-Procession

Method	Theory	Code	Manager	e-mail
Summary	Theory		@Alex	[e-mail]

Appendix

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