AAI01, Image classification

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Contents

• LeNet
  • Concept
  • Implementation
• AlexNet
  • Concept
  • Implementation
• ZFNet
  • Concept
  • Implementation
• Inception
  • Concept
  • Implementation - v1
  • Implementation - v2
  • Implementation - v3
• VGGNet
  • Concept
  • Implementation
• ResNet
  • Concept
  • Implementation
• MobileNet
  • Concept
  • Implementation
• Squeezenet
  • Concept
  • Implementation
• DenseNet
  • Concept
  • Implementation

LeNet

LeNet URL
Gradient-based learning applied to document recognition

Concept

Implementation

AlexNet

AlexNet URL
ImageNet Classification with Deep Convolutional Neural Networks

Concept

Implementation

ZFNet

ZFNet URL
Visualizing and Understanding Convolutional Networks

Concept

Implementation

Inception

Inception-v1 URL
Inception-v2 URL
Inception-v3 URL

Concept

Implementation - v1

Implementation - v2

Implementation - v3

VGGNet

VGGNet URL

Concept

Implementation

ResNet

ResNet URL

Concept

Implementation

MobileNet

MobileNet URL

Concept

Implementation

Squeezenet

Squeezenet URL

Concept

Implementation

DenseNet

DenseNet URL

Concept

Implementation

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Reference

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<details markdown="1">
<summary class='jb-small' style="color:red">OUTPUT</summary>
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</details>