课程四(Convolutional Neural Networks)，第二 周（Deep convolutional models: case studies） —— 0.Learning Goals

Learning Goals

• Understand multiple foundational papers of convolutional neural networks
• Analyze the dimensionality reduction of a volume in a very deep network
• Understand and Implement a Residual network
• Build a deep neural network using Keras
• Implement a skip-connection in your network
• Clone a repository from github and use transfer learning

学习目标

　　卷积神经网络多基础论文的理解

　　在非常深的网络中分析体积的降维

　　了解并实施剩余网络

　　利用 Keras 构建深神经网络

　　在网络中实现skip-connection

　　从 github 克隆一个仓库并使用转移学习