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