MIRAI 1ST INTERNATIONAL WORKSHOP ON
A Self-driving Car Modeling with Artificial Intelligence and Computer Vision
February 26th-27th, 2021
Registration Deadline: February 24th, 2021
About the Workshop
This workshop focuses on the development of the console-based app to run a self-driving car model with Artificial Intelligence Algorithms. The workshop combines the technologies of Reinforcement Learning (RL), Deep Learning, Machine Learning, and Computer Vision for self-driving car localization, motion planning, and lane detection.
The automotive giants such as Tesla, Google Waymo, Uber, and Lyft are moving towards self-driving cars instead of using drivers to reduce accidents and traffic issues. By attending this workshop you will learn all the basics and advanced concepts that are related to the self-driving car. In addition to theoretical lecturing, you will experience how to program the self-driving car to move along the roads without any collision. The algorithms of Machine Learning, Deep Learning, Reinforcement Learning, Transfer Learning, and Artificial Intelligence are used to develop the self-driving car.
Why take this workshop?
After Attending this workshop
- You will have an overall understanding of how a self-driving car works
You will be experienced how self-driving car plants its motion and state - You will learn to program the self-driving car using Python programming, TensorFlow, Keras, and OpenCV
- You can start applying for internships at firms that are working in self-driving car areas such as Tesla, Google Waymo, Uber, and Lyft.
- You will receive 10-days one-to-one mentoring.
- You will receive an official certificate that you can add to your CV and show potential.
Instructor
Eng. Nagaraju Dasar
Currently, Eng. Nagaraju is working as a Research Associate at the Indian Institute of Technology (IIT), Delhi – the top technical university in India – and as a Guest Researcher at Mirai Innovation Research Institute, Osaka, Japan. He has extensive experience in Machine Learning and Artificial Intelligence. His major research areas include Health and Bio science with Machine Intelligence, Natural Language Processing (NLP) and Robotics. Eng. Nagaraju has made significant contributions to the government of India as a member of the Indian Society of Artificial Intelligence and Law for a AI regulations in India.
What and When
This workshop consists of two parts
- Theory
- Project: Building a Self-driving car with Python Programming, TensorFlow, Keras, OpenCV, and Scikit learn.
Duration: 6hrs (two sessions of 3hrs each)
*10-day one-to-one mentoring will be provided after the workshop finishes.
Date:
Mexico city: February 25th-26th, 7:30pm-10:30pm
Tokyo, Japan: February 26th-27th, 10:30 am-1:30 pm
New Dehli, India: February 26th-27th, 7:00am-10:00am.
Theory
Introduction to self-driving cars
State Estimation and Localization for self-driving cars
Visual perception for self-driving cars
Motion planning for Self Driving Cars
Q Learning for Artificial Intelligence
Deep Q LearningDeep Q Learning Visualization
Projects
Self Driving Car Programming Project
Implementing a Console Based App to train the Self-driving car model and running, self-improvement of its path while moving along roads, and analyzing the performance of self-driving car brain.
Requirement
- Knowledge of basic Python programming.
* There will be a brief review of Python programming
Participation Fee
Registration Deadline: February 24th 2021
Price | ||
---|---|---|
Early Bird | Before February 15th | 120 USD |
Regular | After February 15th | 150 USD |