引言¶
We introduce convolutional neural networks (CNN), and how we can use them in TensorFlow.
简单卷积神经网络 (Simple CNNs)¶
Here, we show how to create a CNN architecture that performs well on the MNIST digit recognition task.
高级卷积神经网络 (Advanced CNNs)¶
In this example, we show how to replicate an architecture for the CIFAR-10 image recognition task.
重新训练一个存在架构¶
We show how to download and setup the CIFAR-10 data for the TensorFlow retraining-fine-tuning tutorial
使用Stylenet/Neural-Style¶
In this recipe, we show a basic implementation of using Stylenet or Neuralstyle.
运用Deep Dream¶
This script shows a line-by-line explanation of TensorFlow's deepdream tutorial. Taken from Deepdream on TensorFlow Note that the code here is converted to Python 3.