1. 概念引入: Image Classification
我们做图像分类时,一般分为三步:
- 所有图片都先 rescale 成大小一样
- 把每一个类别表示成一个 one-hot vector(dimension 的长度决定模型可以辨识出多少不同种类的东西)
- 将图片输入到模型中
- 卷积 Convolutional 网路 Networks 神经卷积convolutional网路networks 卷积 神经网络convolutional神经 classification convolutional imagenet networks convolutional segmentation biomedical networks convolutional stochastic reduction networks convolutional segmentation networks semantic recommendation convolutional networks hamming convolutional distilling knowledge networks skeleton-based convolutional recognition networks convolutional networks neural cnn