# Deep_Learning **Repository Path**: jaheel/Deep_Learning ## Basic Information - **Project Name**: Deep_Learning - **Description**: 深度学习领域经典论文翻译。致力于深度学习细分领域经典论文的主要思想翻译和理解点提炼，旨在通过领域论文将其系统化建构，提高学习复用率。 - **Primary Language**: Unknown - **License**: MIT - **Default Branch**: main - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 2 - **Forks**: 0 - **Created**: 2021-10-30 - **Last Updated**: 2022-12-27 ## Categories & Tags **Categories**: Uncategorized **Tags**: Deep-learning ## README # Deep_Learning [![MIT license](https://camo.githubusercontent.com/3f7996bf7bd441deb7199c498aaa835164dee8da/68747470733a2f2f696d672e736869656c64732e696f2f6475622f6c2f766962652d642e737667)](https://github.com/lawlite19/MachineLearning_Python/blob/master/LICENSE) 致力于深度学习细分领域经典论文的主要思想翻译和理解点提炼，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](Classification/LeNet-5/LeNet-5.md) | [Code](Classification/LeNet-5/Code/LeNet.ipynb) | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | AlexNet | [翻译](Classification/AlexNet/AlexNet.md) | [Code](/Classification/AlexNet/Code/AlexNet.ipynb) | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | ZFNet | [翻译](Classification/ZFNet/ZFNet.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | OverFeat | [翻译](Classification/OverFeat/OverFeat.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | NIN | [翻译](Classification/NIN/NIN.md) | [Code](/Classification/NIN/Code/NIN.ipynb) | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | VGG | [翻译](/Classification/VGG/VGG.md) | [Code](/Classification/VGG/Code/VGG.ipynb) | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | GoogLeNet v1 | [翻译](/Classification/GoogLeNet_v1/GoogLeNet_v1.md) | [Code](/Classification/GoogLeNet_v1/Code/GoogLeNet.ipynb) | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | GoogLeNet v2 | [翻译](/Classification/GoogLeNet_v2/GoogLeNet_v2.md) [BN](/Classification/GoogLeNet_v2/BN.md) | [Code/BN](/Classification/GoogLeNet_v2/Code/BN.ipynb) | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | GoogLeNet v3 | [翻译](/Classification/GoogLeNet_v3/GoogLeNet_v3.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | ResNet | [翻译](/Classification/ResNet/ResNet.md) | [Code](/Classification/ResNet/Code/resnet.ipynb) | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | ResNet v2 | [翻译](/Classification/ResNet_v2/ResNet_v2.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | GoogLeNet v4 | [翻译](/Classification/GoogLeNet_v4/GoogLeNet_v4.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | ResNeXt | [翻译](/Classification/ResNeXt/ResNeXt.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | DenseNet | [翻译](/Classification/DenseNet/DenseNet.md) | [Code](/Classification/DenseNet/Code/DenseNet.ipynb) | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | Xception | [翻译](/Classification/Xception/Xception.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | MobileNet v1 | [翻译](/Classification/MobileNet_v1/MobileNet_v1.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | SENet | [翻译](/Classification/SENet/SENet.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | ShuffleNet v1 | [翻译](/Classification/ShuffleNet/ShuffleNet.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | CBAM | [翻译](/Classification/CBAM/CBAM.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | ShuffleNet v2 | [翻译](/Classification/ShuffleNet_v2/ShuffleNet_v2.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | SKNet | [翻译](/Classification/SKNet/SKNet.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | MobileNet v2 | [翻译](/Classification/MobileNet_v2/MobileNet_v2.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | MobileNet v3 | [翻译](/Classification/MobileNet_v3/MobileNet_v3.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | EfficientNet | [翻译](/Classification/EfficientNet/EfficientNet.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | ECANet | [翻译](/Classification/ECANet/ECANet.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | ### Object Detection | Method | 翻译 | Code | Manager | e-mail | | ------------ | ------------------------------------------------------ | ---- | ---------------------------------- | -------------------- | | R-CNN | [翻译](/Object_Detection/R-CNN/R-CNN.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | SPPNet | [翻译](/Object_Detection/SPPNet/SPPNet.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | Fast R-CNN | [翻译](/Object_Detection/Fast_R-CNN/Fast_R-CNN.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | Faster R-CNN | [翻译](/Object_Detection/Faster_R-CNN/Faster_R-CNN.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | YOLO v1 | [翻译](/Object_Detection/YOLO_v1/YOLO_v1.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | SSD | [翻译](/Object_Detection/SSD/SSD.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | R-FCN | [翻译](/Object_Detection/R-FCN/R-FCN.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | FPN | [翻译](/Object_Detection/FPN/FPN.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | YOLO v2 | [翻译](/Object_Detection/YOLO_v2/YOLO_v2.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | RetinaNet | [翻译](/Object_Detection/RetinaNet/RetinaNet.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | YOLO v3 | [翻译](/Object_Detection/YOLO_v3/YOLO_v3.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | CornerNet | [翻译](/Object_Detection/CornerNet/CornerNet.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | FCOS | [翻译](/Object_Detection/FCOS/FCOS.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | CenterNet | [翻译](/Object_Detection/CenterNet/CenterNet.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | EfficientDet | [翻译](/Object_Detection/EfficientDet/EfficientDet.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | DETR | [翻译](/Object_Detection/DETR/DETR.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | YOLO v4 | [翻译](/Object_Detection/YOLO_v4/YOLO_v4.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | YOLOF | [翻译](/Object_Detection/YOLOF/YOLOF.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | | | | | | ### Semantic Segmentation | Method | 翻译 | Code | Manager | e-mail | | ------ | ----------------------------------------------- | ---- | ------------------------------------- | ---------------- | | UNet | [翻译](/Semantic_Segmentation/UNet/) | | [@VViolin](https://github.com/wiolin) | 646163701@qq.com | | FCN | [翻译](/Semantic_Segmentation/FCN/) | | [@VViolin](https://github.com/wiolin) | 646163701@qq.com | | SegNet | [翻译](/Semantic_Segmentation/SegNet/SegNet.md) | | [@VViolin](https://github.com/wiolin) | 646163701@qq.com | ### Person Re-ID | Method | 翻译 | Code | Manager | e-mail | | ------ | -------------------------------------------- | ---- | ------------------------------------------ | ----------------- | | Survey | [翻译](/Person_Re-ID/Re-ID_survey/survey.md) | | [@chenhy998](https://github.com/chenhy998) | 1044966973@qq.com | ### Person Detection | Method | 翻译 | Code | Manager | e-mail | | ------ | ------------------------------ | ---- | ------------------------------------------ | ----------------- | | DETR | [翻译](/Person_Detection/DETR) | | [@chenhy998](https://github.com/chenhy998) | 1044966973@qq.com | ### Medical Imaging | Method | 翻译 | Code | Manager | e-mail | | ------ | ------------------------------ | ---- | ---------------------------------- | -------------------- | | Survey | [翻译](Medical_Imaging/Survey) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | ## Activation Function | Method | Theory | Code | Manager | e-mail | | ------- | -------------------------------------- | ---- | ---------------------------------- | -------------------- | | Summary | [Theory](/Activation_Function/Summary) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | ## Optimizer | Method | Theory | Code | Manager | e-mail | | ------- | ------------------------------- | ---- | ---------------------------------- | -------------------- | | Summary | [Theory](/Optimizer/Summary) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | | SGD | [Theory](/Optimizer/SGD/Theory) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | ## Pre-Procession | Method | Theory | Code | Manager | e-mail | | ------- | ------------------------------------------------ | ---- | ---------------------------------- | -------------------- | | Summary | [Theory](/Pre-Procession/Summary/Precautions.md) | | [@Alex](https://github.com/jaheel) | xufanxin86@gmail.com | # Appendix 欢迎关注微信公众号：繁星的人工智能厨房 ![微信公众号二维码](images/微信公众号二维码.png)