Posts by Year

2024 3
2023 26
2022 36
2021 27

2024

Tools Cheatsheet

Cheatsheet for some handy tools.

Lua Notes

For learning Lua

Biology

Psychiatry

2023

Physics and Astronomy

Interesting …

Latex in Jekyll Cheatsheet

Some essential Jekyll, Latex and Ruby commands and snippets

Tmux Cheatsheet

Some essential tmux commands

Mathematical Methods of Signal and Image Processing - Chapter 4 - The Wavelet Transform

For learning “Mathematical methods of signal and image processing”; content mostly from “RWTH lecture Mathematical methods of signal and image processing” by...

Mathematical Methods of Signal and Image Processing - Chapter 3 - The Frequency Domain

For learning “Mathematical methods of signal and image processing”; content mostly from “RWTH lecture Mathematical methods of signal and image processing” by...

Mathematical Methods of Signal and Image Processing - Chapter 2 - Local Operators

For learning “Mathematical methods of signal and image processing”; content mostly from “RWTH lecture Mathematical methods of signal and image processing” by...

Mathematical Methods of Signal and Image Processing - Chapter 1 - Point Operators

For learning “Mathematical methods of signal and image processing”; content mostly from “RWTH lecture Mathematical methods of signal and image processing” by...

HPC Cheatsheet

Some essential HPC commands

Jupyter Cheatsheet

jupyter jupyterlab Dark Mode: Menubar “Settings” → “JupyterLab Theme” → “JupyterLab Dark” Shortcuts command description ...

Coding Cheatsheet

Some essential shortcuts

Google Cheatsheet

Some Google essentials

Databases Notes

Databases Basics

React Notes

React Basics

Node.js Notes

Node.js Basics

Next.js Notes

Next.js Basics

CSS Notes

CSS Basics

Security Notes

Security Basics

.NET Notes

.NET Basics

JavaScript Notes

JavaScript Basics

DVC Cheatsheet

Some essential dvc commands

Github Cheatsheet

Some essential Github tricks

CLIP: Learning Transferable Visual Models From Natural Language Supervision

RWTH Computer Vision Seminar “Current Topics in Computer Vision and Machine Learning”.

YouTube Notes

Some YouTube essentials

Algorithms Notes

For learning Algorithms.

Introduction to Artificial Intelligence - Notes

For learning Introduction to AI; content mostly from “Artificial Intelligence: A Modern Approach” by Peter Norvig and Stuart J. Russell and “RWTH lecture Int...

Machine Learning (Part 4)

Notes on Computer Vision theory and NLP. Based on Goodfellow, Bengio “Deep Learning”, Stanford CS231n and RWTH Aachen University Machine Learning

2022

Markdown Cheatsheet

Latex in vim

C++ Notes

For learning C++

C++ Notes - Unit Testing

For learning C++

C++ Notes - Templates

For learning C++

C++ Notes - References

For learning C++

C++ Notes - Polymorphism

For learning C++

C++ Notes - Pointers and Dynamic Memory

For learning C++

C++ Notes - Objects

For learning C++

C++ Notes - The Standard Library

For learning C++

C++ Notes - Functions

For learning C++

C++ Notes - Exception Handling and Assert

For learning C++

C++ Notes - STL Container

For learning C++

C++ Notes - Classes

For learning C++

C++ Notes - auto and decltype

For learning C++

Android Cheatsheet

Useful tips for using Android

Software Engineering Notes

Software Engineering Basics

Operating Systems Notes

Operating Systems Basics

DatKom Notes

For learning DatKom; content mostly from Kurose, Ross “Computer Networking”.

WSL2 Cheatsheet

For quick setup of WSL2

Embedded Systems

Notes on Embedded Systems

Data Science Basics

Notes on Data Science Basics.

Notes on YOLO Object Detection

Anchors AlexeyAB explanation

TensorRT

Notes on TensorRT.

Notes on Computer Vision Coding

pickle use the following code to inspect and view .pickle or .p datasets import pickle import matplotlib.pyplot as plt with open('train.p', 'rb') as ...

Notes on Jetson Xavier AGX

Jetpack check Jetpack version: sudo apt-cache show nvidia-jetpack Basics command description tegrastats -v ...

Notes on Deepstream, TAO Toolkit, NGC CLI

GStreamer framework DeepStream SDK is based on the GStreamer framework. Wikipedia GStreamer is a pipeline-based multimedia framework that li...

Notes on CUDA and cuDNN

Currently installed CUDA 11.2 Update 2 cuDNN 8.1.1.33 Install install CUDA normally install cuDNN without sudo add-apt-repository "deb https://...

Python Plots Cheatsheet

imshow() plt.imshow just finishes drawing a picture instead of printing it. If you want to print the picture, you just need to add plt.show.

Tensorflow

Notes on Tensorflow.

Machine Learning (Part 2) [OLD VERSION]

[OLD VERSION!] Notes on Machine Learning theory. Based on C. M. Bishop, “Pattern Recognition and Machine Learning” (2011) and Goodfellow, Bengio, Courville, ...

New Inspirations for Machine Learning Methods

Notes on some inspirations for Machine Learning methods. Based on opinions from leading scientists and also some of my own opinions.

Carla Simulator

Notes on the Carla Simulator

Machine Learning (Part 3)

Notes on Computer Vision theory and NLP. Based on Goodfellow, Bengio “Deep Learning”, Stanford CS231n and RWTH Aachen University Machine Learning

ROS Cheatsheet

ROS Packages image_view Display the images of an image topic: rosrun image_view image_view image:=/sensor/camera1/image_raw opencv_apps Install sudo...

Machine Learning (Part 2)

Notes on Machine Learning theory. Based on C. M. Bishop, “Pattern Recognition and Machine Learning” (2011) and Goodfellow, Bengio, Courville, “Deep Learning”.

Computer Vision

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