Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第一周笔记

第一周 Foundations of Convolutional Neural Networks

Convolutional Neural Networks

1.1 Computer vision

Computer Vision Problems: Image Classification、Object detection、Neural Style Transfer

1.2 Edge detection example

1.3 More edge detection

1.4 Padding

1.5 Strided convolutions

1.6 Convolutions over volumes

1.7 One layer of a convolutional network

1.8 A simple convolution network example

1.9 Pooling layers

1.10 Convolutional neural network example

1.11 Why convolutions?

减少参数数量：参数共享、稀疏连接