Description
Title
Introduction to autonomous cars
Type
- Workshop / Hands on
- Guest Lecture
- Webinar
Abstract
In this workshop one can learn about creating an AI model that will learn from humans driving pattern, this model will then be used to drive on different tracks.
I basics to AI, Artificial neural networks, convolutional neural networks so if you are a beginer you can understand the code and put together the logic behind the algorithm
About
Self-driving cars are a rapidly emerging technology in the field of artificial intelligence. The topic of AI and self-driving cars itself sounds difficult thereby discouraging many potentially talented innovators from entering this field. This is what my true objective is, bringing forward the simplicity and bottomless pit of innovation in this field and then starting off with building the popular self-driving cars. Of course my workshop does not contain a practical demonstration on real cars, in fact, I would be using the open source self-driving car simulation build by Udacity in unity. Behavioral cloning algorithm will be made in this workshop would be generalized for driving on all tracks.
Pre-requisites
- Required skills
- Basics to python programing language
- Required setups
- Projector
- Laptop with an internet connection.
- Download the self-driving car simulator from https://github.com/udacity/self-driving-car-sim
- Download any text editor (my suggestion go with atom ide)
Expected duration
2 hours
Level
Intermediate
Resources
https://github.com/steve7158/pycon-india-2019-session
Speaker Bio
I am B-tech third-year student pursuing computer science, in Amity University. I am enthusiastic about Artificial Intelligence, Machine Learning, Web Development, and robotics. My most preferred computer language is python. I am a tech enthusiast and I love reverse engineering technology and build something amazing from it.
Social Links to your profile
Follow me on Twitter: https://twitter.com/SteveJose18
Send me a connection request on Linkedin: https://www.linkedin.com/in/steve-jose-784109168/
- Can be done after the talk/workshop -
Month
August