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

  1. Introduction to self-driving cars

  2. State Estimation and Localization for self-driving cars

  3. Visual perception for self-driving cars

  4. Motion planning for Self Driving Cars

  5. Q Learning for Artificial Intelligence
    Deep Q Learning

  6. Deep 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 BirdBefore February 15th120 USD
RegularAfter February 15th150 USD

Registration deadline: February 24th, 2021

No slots available

Participants will receive a digital participation certificate by Mirai Innovation Research Institute Japan

For more information please contact us

Please use “AI Workshop” as the email subject

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For more information please contact us

Please use “AI Workshop” as the email subject