CNN Architectures — Weblinks

28 links

Type

Site

CNN Architectures › Foundational Architectures 4 terms

AlexNet 2 links

I ImageNet Classification with Deep CNNs (AlexNet, NIPS 2012) PDF
E AlexNet (Wikipedia) Ref…

LeNet 2 links

G Gradient-Based Learning Applied to Document Recognition (LeNet-5, LeCun 1998) Code
Y Gradient-Based Learning Applied to Document Recognition (LeNet paper and resources) Art…

Network in Network 1 link

A Network In Network Pap…

VGG Net 2 links

A Very Deep Convolutional Networks for Large-Scale Image Recognition (VGG) Pap…
P torchvision — VGG Models Docs

CNN Architectures › Inception Family 4 terms

GoogLeNet (Inception) 1 link

A Going Deeper with Convolutions (GoogLeNet / Inception) Pap…

Inception Module 1 link

A Going Deeper with Convolutions (Inception Module) Pap…

Inception-v3 1 link

A Rethinking the Inception Architecture for Computer Vision (Inception-v3) Pap…

Xception 1 link

A Xception: Deep Learning with Depthwise Separable Convolutions Pap…

CNN Architectures › ResNet & Dense Family 4 terms

DenseNet 2 links

A Densely Connected Convolutional Networks (DenseNet) Pap…
G liuzhuang13/DenseNet — official code Code

Residual Block 1 link

A Deep Residual Learning for Image Recognition (Residual Block) Pap…

ResNet 2 links

ResNeXt 2 links

CNN Architectures › Efficient Architectures 7 terms

ConvNeXt 2 links

A A ConvNet for the 2020s (ConvNeXt) Pap…
G facebookresearch/ConvNeXt — official code Code

EfficientNet 2 links

A EfficientNet: Rethinking Model Scaling for CNNs Pap…
G EfficientNet — official TensorFlow implementation Code

MobileNet 1 link

A MobileNets: Efficient CNNs for Mobile Vision Applications Pap…

MobileNetV2 1 link

A MobileNetV2: Inverted Residuals and Linear Bottlenecks Pap…

NASNet 1 link

A Learning Transferable Architectures for Scalable Image Recognition (NASNet) Pap…

ShuffleNet 1 link

A ShuffleNet: An Extremely Efficient CNN for Mobile Devices Pap…

SqueezeNet 2 links

A SqueezeNet: AlexNet-level Accuracy with 50x Fewer Parameters Pap…
G forresti/SqueezeNet — official code Code

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