A Summary of Neural Network Layers

A core step learning and applying neural networks in real project is to understand different neural network layers: various convolution layers, pooling layers, Deconvolotuional layers, fully connected layers, or fully connected convolution layers. To understand it, we…

Explain FeedForward and BackPropagation

I have read many blogs and papers to try to get a clear and pleasant way to explain one of…

Video Surveillance

The whole video surveillance system could be as shown in Figure 1.

Notes on using TensorFlow

This is a personal notes on how to use TensorFlow on the server. A very good tutorial can be found here:

Notes with Neural Networks

1. a stack of smaller filters vs a single filter with large receptive field