CNN for VR Part II：NN(二)：Setting up the Data and the Loss

目录

• 1 Setting up the Data and the Model
  • 1.1 Data Preprocessing
  • 1.2 Weight Initialization
  • 1.3 Batch Normalization
  • 1.4 Regularization (L2/L1/Maxnorm/Dropout)
• 2 Loss Functions
• 6 参考资料

1 Setting up the Data and the Model

1.1 Data Preprocessing

1.2 Weight Initialization

1.3 Batch Normalization

1.4 Regularization (L2/L1/Maxnorm/Dropout)

2 Loss Functions

6 参考资料

• “CS231n: Convolutional Neural Networks for Visual Recognition”;
• “CS231n Course Video 2016 Winter”;
• “Deep Learning”;