Lucia Xu Learning how to learn

Convolution Arithmetic

This blog provides some formulas between the parameters of convolution layers. It will cover the standard convolution, transpose convolution, as well as dilated convolution. Convolution Arithmetic Convolution makes deep learning so powerful in visual tasks, because it can preserve spatial information of images. Here, we focus on the mathematic part...

Reading Dataset in Tensorflow by TFRecords

This post shows how to encode and decode MNIST dataset in Tensorfow by Tfrecords. Why Tfrecords? Tfrecords are binary files defined by Tensorflow. By using Tfrecords to read and save datasets, we can save lot of time and memory. Most of all, it works efficiently with Queue, which allow the...

How I build this blog with Jeklly and GitHub Pages (Step-by-Step)

This is a step-by-step record of how I build this blog with Jeklly and GitHub Pages. All the files to build this blog could be found at my Github repository. Step 1: Fork Lanyon Theme to my Github repository. There are lots of Jeklly Themes that we could choose from....