Giter Club home page Giter Club logo

OBD2 Project

Minbo Chung
Computer Science BSc. VU Amsterdam
Data Science & Artificial intelligence MSc. TU/e


Introduction

This project was a graduation thesis project at VU Amsterdam which was supervised under Kees Verstoep (VU Amsterdam). Kees was a great supervisor who gave me interest in Data science and always tells me to have fun whenever we end our meetings. Speaking of the topic matter, OBD2, from this project's perspective, is a bluetooth device that sends ECU data to be able to analyze and/or to conduct scientific experiment on Car movements.

As a data scientist, I am going to explore possible projects under the topics (HUGE):

  • Data mining
  • Machine Learning / Deep learning
    • Python, C++, and Julia
  • Explanability

Interesting questions under the aforementioned topics

  1. Driving behaviour analysis: Can you identify driving patterns and behaviours from OBD2 data, such as aggressive driving, idling or hard braking, to encourage safer and more fuel-efficient driving?
  2. ...

Car profile & Raw Data description

Software / Hardware profiles

Minbo Chung's Projects

2ams10 icon 2ams10

Longitudinal Data Analysis (2AMS10) notes

2dd23 icon 2dd23

Time series analysis and forecasting (2DD23)

dailytasknotifier icon dailytasknotifier

This project is purposed for knowledge sharing my understanding in Jenkins and docker.

gicho_nn icon gicho_nn

Trying to implement basic neural network in Python

jbi100 icon jbi100

Homologation course for visualization

petri_net icon petri_net

Petri Net? Possible to construct it with Python? Let's build it! :)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.