[Course 4] Convolutional Neural Networks. W2 - Deep Convolutional Models: Case Studies

[Coursera] Convolutional Neural Networks 2주차 강의 (Deep Convolutional Models: Case Studies)를 수강하며 작성한 필기 노트입니다.

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1-2. Classic Networks (1)

 

1-2. Classic Networks (2)

 

1-3. ResNets

 

1-4. Why ResNets Work?

 

1-5. Networks in Networks and 1x1 Convolutions

 

1-6. Inception Network Motivation

 

1-7. Inception Network

 

1-8. MobileNet

 

1-9. MobileNet Architecture

 

1-10. EfficientNet

 

2-1. Using Open-Source Implementation

 

2-2. Transfer Learning

 

2-3. Data Augmentation

2-4. State of Computer Vision

 

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