ZFNet:Visualizing and Understanding Convolutional Networks 中文版 论文笔记 numpy pytorch tensorflow
VGG:Very Deep Convolutional Networks for Large-Scale Image Recognition 论文笔记 numpy pytorch tensorflow
GoogleNet :Going Deeper with Convolutions 中文版 论文笔记 numpy pytorch tensorflow
ResNet:Deep Residual Learning for Image Recognition 中文版 论文笔记 numpy pytorch tensorflow
ResNeXt:Aggregated Residual Transformations for Deep Neural Networks numpy pytorch tensorflow
InceptionV3:Rethinking the Inception Architecture for Computer Vision 中文版 论文笔记 numpy pytorch tensorflow
InceptionV4:Inception-ResNet and the Impact of Residual Connections on Learning 中文版 论文笔记 numpy pytorch tensorflow
MnasNet: Platform-Aware Neural Architecture Search for Mobile 论文笔记 numpy pytorch tensorflow
SeNet:Squeeze-and-Excitation Networks numpy pytorch tensorflow
DenseNet: Densely Connected Convolutional Networks 论文笔记 numpy pytorch tensorflow
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 论文笔记 numpy pytorch tensorflow
FCN:Fully Convolutional Networks for Semantic Segmentation 中文版 论文笔记 numpy pytorch tensorflow
DeconvNet:Learning Deconvolution Network for Semantic Segmentation 论文笔记 numpy pytorch tensorflow
U-Net:Convolutional Networks for Biomedical Image Segmentation 中文版 论文笔记 numpy pytorch tensorflow
SegNet:A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation 论文笔记 numpy pytorch tensorflow
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation 论文笔记 numpy pytorch tensorflow
FusionNet:A deep fully residual convolutional neural network for image segmentation in connectomics 论文笔记 numpy pytorch tensorflow
DeepLabv1:Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs 论文笔记 numpy pytorch tensorflow
DeepLabv2: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs 论文笔记 numpy pytorch tensorflow
DeepLabv3: Rethinking Atrous Convolution for Semantic Image Segmentation 论文笔记 numpy pytorch tensorflow
DeepLabv3 plus:Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation 论文笔记 numpy pytorch tensorflow
GCN: Large Kernel Matters ——Improve Semantic Segmentation by Global Convolutional Network 论文笔记 numpy pytorch tensorflow
ExFuse:Enhancing Feature Fusion for Semantic Segmentation numpy pytorch tensorflow
DFN:Learning a Discriminative Feature Network for Semantic Segmentation numpy pytorch tensorflow
BiSeNetv1:BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation 论文笔记 numpy pytorch tensorflow
BiSeNet V2:Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation 论文笔记 numpy pytorch tensorflow
RDFNet:RGB-D Multi-level Residual Feature Fusion for Indoor Semantic Segmentation numpy pytorch tensorflow
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation 论文笔记 numpy pytorch tensorflow
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation 论文笔记 numpy pytorch tensorflow
MobileNetv1: MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications 论文笔记 numpy pytorch tensorflow
MobileNetV2:Inverted Residuals and Linear Bottlenecks 论文笔记 代码复现 numpy pytorch tensorflow
MobileNetV3:Howard et al_2019_Searching for MobileNetV3 论文笔记 numpy pytorch tensorflow
ShuffleNetv1: An Extremely Efficient Convolutional Neural Network for Mobile 论文笔记 numpy pytorch tensorflow
ShuffleNet V2:Practical Guidelines for Efficient CNN Architecture Design 论文笔记 numpy pytorch tensorflow
Xception: Deep Learning with Depthwise Separable Convolutions 论文笔记 numpy pytorch tensorflow
86 followers · starred Apr 2023
Python
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ZFNet:Visualizing and Understanding Convolutional Networks 中文版 论文笔记 numpy pytorch tensorflow
VGG:Very Deep Convolutional Networks for Large-Scale Image Recognition 论文笔记 numpy pytorch tensorflow
GoogleNet :Going Deeper with Convolutions 中文版 论文笔记 numpy pytorch tensorflow
ResNet:Deep Residual Learning for Image Recognition 中文版 论文笔记 numpy pytorch tensorflow
ResNeXt:Aggregated Residual Transformations for Deep Neural Networks numpy pytorch tensorflow
InceptionV3:Rethinking the Inception Architecture for Computer Vision 中文版 论文笔记 numpy pytorch tensorflow
InceptionV4:Inception-ResNet and the Impact of Residual Connections on Learning 中文版 论文笔记 numpy pytorch tensorflow
MnasNet: Platform-Aware Neural Architecture Search for Mobile 论文笔记 numpy pytorch tensorflow
SeNet:Squeeze-and-Excitation Networks numpy pytorch tensorflow
DenseNet: Densely Connected Convolutional Networks 论文笔记 numpy pytorch tensorflow
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 论文笔记 numpy pytorch tensorflow
FCN:Fully Convolutional Networks for Semantic Segmentation 中文版 论文笔记 numpy pytorch tensorflow
DeconvNet:Learning Deconvolution Network for Semantic Segmentation 论文笔记 numpy pytorch tensorflow
U-Net:Convolutional Networks for Biomedical Image Segmentation 中文版 论文笔记 numpy pytorch tensorflow
SegNet:A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation 论文笔记 numpy pytorch tensorflow
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation 论文笔记 numpy pytorch tensorflow
FusionNet:A deep fully residual convolutional neural network for image segmentation in connectomics 论文笔记 numpy pytorch tensorflow
DeepLabv1:Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs 论文笔记 numpy pytorch tensorflow
DeepLabv2: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs 论文笔记 numpy pytorch tensorflow
DeepLabv3: Rethinking Atrous Convolution for Semantic Image Segmentation 论文笔记 numpy pytorch tensorflow
DeepLabv3 plus:Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation 论文笔记 numpy pytorch tensorflow
GCN: Large Kernel Matters ——Improve Semantic Segmentation by Global Convolutional Network 论文笔记 numpy pytorch tensorflow
ExFuse:Enhancing Feature Fusion for Semantic Segmentation numpy pytorch tensorflow
DFN:Learning a Discriminative Feature Network for Semantic Segmentation numpy pytorch tensorflow
BiSeNetv1:BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation 论文笔记 numpy pytorch tensorflow
BiSeNet V2:Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation 论文笔记 numpy pytorch tensorflow
RDFNet:RGB-D Multi-level Residual Feature Fusion for Indoor Semantic Segmentation numpy pytorch tensorflow
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation 论文笔记 numpy pytorch tensorflow
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation 论文笔记 numpy pytorch tensorflow
MobileNetv1: MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications 论文笔记 numpy pytorch tensorflow
MobileNetV2:Inverted Residuals and Linear Bottlenecks 论文笔记 代码复现 numpy pytorch tensorflow
MobileNetV3:Howard et al_2019_Searching for MobileNetV3 论文笔记 numpy pytorch tensorflow
ShuffleNetv1: An Extremely Efficient Convolutional Neural Network for Mobile 论文笔记 numpy pytorch tensorflow
ShuffleNet V2:Practical Guidelines for Efficient CNN Architecture Design 论文笔记 numpy pytorch tensorflow
Xception: Deep Learning with Depthwise Separable Convolutions 论文笔记 numpy pytorch tensorflow
86 followers · starred Apr 2023
Python
100.0%