The neural style transfer is to compose a content image and a style image to a generated image which contains the content as well as the style. It let machine become a artist and there is no standard solution but humans aesthetic. In this introduction, you will learn the theory and using the pre-trained model to synthesis from any content images.
There are three main applications of AI. Images, data, and language. The image processing includes several tasks such as image classification, image dimension reduction, image generation, style transfer, object detection and segmentation. The object detection is a function that feeds image as input, and output several bounding boxes with its image class and confidence, which commonly used in monitoring.
The main stream object detection algorithms includes FasterRCNN, SSD and Yolo. In this article, you will learn the fundamental principle of Yolo version 3, its environment installation and the implementation.
In this tutorial, I will introduce how to login and trasfer files to the remote linux system. Here I use the ssh, secure shell, to login and use scp, secure copy protocol to achieve the goal.
In this section, I will introduce the useful automation techniques while developing software. We have to deal with many circumstances, such as how to execute a program after boot automatically or in specific time regularly.
We are going to write a program to execute the commands we have learned. There are three things need to understand beforehand, authority, vim and shell script.
In this tutorial, I will introduce the file system of Linux especially the frequently used files and the basic commands that do same thing as GUI operations such as moving, rename, copy, delete files, etc.
Click the File icon on the toolbar, select other location and double click the computer.
You can many folders in the root folder /, the top-most directory in the file system.
From now on, I will write the tutorial of Linux, which introduce the most commonly used techniques according to my experience in software development. Hope that I can help you to improve the skill for working as soon as possible.
The guide line includes:
Sikuli is a software with internal IDE to manipulate GUI automatically. The automation and image recognition help us saves a lot of time to do many regular and trivial tasks. It is based on Java and its package Jython. In this article, you will learn the installation on the Windows platform, commonly used operations, execution of the script without launching GUI, an example of fully automatic execution. That’s get start it.
Data warehouse (DW or DWH), also known as enterprise data warehouse (EDW), is a place that integrates data sources for some specific purpose. Since this note is written after self-learning in two days only, I will appreciate to adopt your advice if there is any defect or inaccuracy.
Hello everyone, I am a data scientist that enthusatic on software development. The motivation of setting up my website is that I want to share my experiences and make my profolio more representative.
Here I use Github and Hexo to setup the website. The advantages of them are:
On the other hand, there are some limits, such as:
However, it’s very enough for most of the user for sharing their techniques or displaying their works. Now, we move to the tutorial for creating your first website. (This article is for the Windows10 user only). This tutorial is referenced by [教學] 使用 GitHub Pages + Hexo 來架設個人部落格