深度學習筆記(12)：Image Classification

自本文開始，深度學習筆記系列，將針對各式經典的DL模型進行筆記摘要

1) InceptionV3

A Simple Guide to the Versions of the Inception Network

Review: Inception-v3–1st Runner Up (Image Classification) in ILSVRC 2015

2) MobileNet

Transfer Learning using Mobilenet and Keras

Review: MobileNetV1 — Depthwise Separable Convolution (Light Weight Model)

Creating insanely fast image classifiers with MobileNet in TensorFlow

3) SqueezeNEt

Review: SqueezeNet (Image Classification)

Squeeze-Net — Model size of 0.5MB, is it true?

4) VGGNet

What is the VGG neural network?

Review: VGGNet — 1st Runner-Up (Image Classification), Winner

(Localization) in I LSVRC 2014

Difference between AlexNet, VGGNet, ResNet, and Inception

5) ResNet
6) ResNeXt

Understanding and Implementing Architectures of ResNet and ResNeXt for s tate-of-the-art Image Classification: From Microsoft to Facebook [Part 1]

Understanding and Implementing Architectures of ResNet and ResNeXt for s tate-of-the-art Image Classification: From Microsoft to Facebook [Part 2]

Introduction to ResNets

An Overview of ResNet and its Variants

Intuition For: ResNet — Deep Residual Learning for Image Recognition

Review: ResNeXt — 1st Runner Up in ILSVRC 2016 (Image Classification)

Enhancing ResNet to ResNeXt for image classification