> For the complete documentation index, see [llms.txt](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks.md).

# 第一周 卷积神经网络（Foundations of Convolutional Neural Networks）

- [1.1 计算机视觉（Computer vision）](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/11-ji-suan-ji-shi-jue-ff08-computer-vision.md)
- [1.2 边缘检测示例（Edge detection example）](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/12-bian-yuan-jian-ce-shi-li-ff08-edge-detection-example.md)
- [1.3 更多边缘检测内容（More edge detection）](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/13-geng-duo-bian-yuan-jian-ce-nei-rong-ff08-more-edge-detection.md)
- [1.4 Padding](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/14-padding.md)
- [1.5 卷积步长（Strided convolutions）](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/15-juan-ji-bu-chang-ff08-strided-convolutions.md)
- [1.6 三维卷积（Convolutions over volumes）](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/16-san-wei-juan-ji-ff08-convolutions-over-volumes.md)
- [1.7 单层卷积网络（One layer of a convolutional network）](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/17-dan-ceng-juan-ji-wang-luo-ff08-one-layer-of-a-convolutional-network.md)
- [1.8 简单卷积网络示例（A simple convolution network example）](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/18-jian-dan-juan-ji-wang-luo-shi-li-ff08-a-simple-convolution-network-example.md)
- [1.9 池化层（Pooling layers）](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/19-chi-hua-ceng-ff08-pooling-layers.md)
- [1.10 卷积神经网络示例（Convolutional neural network example）](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/110-juan-ji-shenjing-wang-luo-shi-li-ff08-convolutional-neural-network-example.md)
- [1.11 为什么使用卷积？（Why convolutions?）](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/111-wei-shi-yao-shi-yong-juan-ji-ff1f-ff08-why-convolutions.md)
- [Convolution model Step by Step](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/convolution-model-step-by-step.md)
- [Convolutional Neural Networks: Application](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/convolutional-neural-networks-application.md)
- [cnn\_utils](https://baozoulin.gitbook.io/neural-networks-and-deep-learning/di-si-men-ke-juan-ji-shen-jing-wang-luo-convolutional-neural-networks/convolutional-neural-networks/foundations-of-convolutional-neural-networks/cnnutils.md)