PinnedPeter XieinTowards Data ScienceHow to Detect Mouth Open for Face LoginHave you ever used bank/payment app face login and been asked to open mouth or nod?4 min read·Oct 8, 2019--2--2
PinnedPeter XieHow to Detect Head Turn with Face LandmarksTLDR: When turned left, the right chin is bigger than the left one, and vice versa. Use the distance between the right / left chin top and…6 min read·Dec 9, 2023----
PinnedPeter XieinTowards Data ScienceFind Face Edges in 20 Lines of Code From ScratchWithout any machine learning libraries3 min read·Sep 4, 2019--1--1
PinnedPeter XieinTowards Data ScienceBuild Face Recognition as a REST APIBuild machine learning packages as a REST API on server side other than deploy machine learning mobile frameworks like TensorFlow Lite.6 min read·Oct 17, 2019--3--3
Peter XieDevelop Colab Notebooks with Visual Studio CodeThe key to this process is using a GitHub repository as a bridge to connect your local development environment (VS Code) with Google Colab.3 min read·Oct 21, 2023----
Peter XieInternational Mathematical Olympiad Top CountriesData source: https://www.imo-official.org/results.aspx2 min read·Sep 16, 2023----
Peter XieHow to Call __init__ for Multiple Inheritance In PythonHow to initiate multiple inheritance is not addressed with simple examples in Python Tutorial. You may be confused as I am. I personally…1 min read·Feb 4, 2023----
Peter XieREST API Test Framework for Humans by Plain Text FilesIt reads plain text input files to send API requests, converts the JSON response to INI file format and compare with expected outputs.5 min read·Apr 24, 2022----
Peter XieBuild Dynamic Rest API Mock ServiceBuild a dynamic REST API mock service for any endpoints and methods with magic using Flask before_request decorator.3 min read·May 13, 2021----
Peter XieUse Double SSH Tunnels Instead of VPN to Access Private NetworkUse double ssh tunnels to access your office private servers and devices directly and securely without VPN.4 min read·Mar 26, 2021--1--1