TAN, Zhi Liang's Projects
computer vision tutorial guide courses books codes slides resources
The Complete 2023 Web Development Bootcamp: 3. Intermediate HTML 28. Publish Your Website!
A repository of books in data science
Config files for my GitHub profile.
Fastest-lap is a vehicle dynamics simulator. It can be used to understand vehicle dynamics, to learn about driving techniques, to design car prototypes, or just for fun!
Testing fork
My first repository
Practice for Coursera "Introduction to Git and GitHub"
Graded Assessment for Coursera W3 "Introduction to Git and GitHub"
home_work_assignment from Introduction to Programming in C Specialization by Duke
Google IT Automation with Python Professional Certificate - Practice files
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Basic Kalman filter implementation in C++ using Eigen
Kalman filtering, also known as linear quadratic estimation (LQE), is an algorithm that uses a series of measurements observed over time, containing statistical noise and other inaccuracies, and produces estimates of unknown variables that tend to be more accurate than those based on a single measurement alone, by estimating a joint probability distribution over the variables for each timeframe. The filter is named after Rudolf E. Kálmán, one of the primary developers of its theory.
Library for handling lanelet maps in C++
Week3_lab_Forking_Exercise
Week4_Lab_Forking
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Models and examples built with TensorFlow
Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.
Tutorials from the following playlist: https://www.youtube.com/playlist?list=PLPaoO-vpZnumdcb4tZc4x5Q-v7CkrQ6M-
:mortar_board: Path to a free self-taught education in Computer Science!
Point Cloud Library (PCL)
Disassembly of Pokémon Red/Blue
Youtube Tutorial: https://www.youtube.com/watch?v=Rs_rAxEsAvI&t=3377s
Assignments and notes for the Self Driving Cars course offered by University of Toronto on Coursera
special webpage project