Deep Learning for Self Driving Cars

Corso

A Milano

Prezzo da consultare

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Descrizione

  • Tipologia

    Corso

  • Luogo

    Milano

Deep learning is a subfield of machine learning. It uses methods based on learning data representations and structures such as neural networks.
Keras is a high-level neural networks API for fast development and experimentation. It runs on top of TensorFlow, CNTK, or Theano.
This instructor-led, live training (onsite or remote) is aimed at developers who wish to build a self-driving car using deep learning techniques.
By the end of this training, participants will be able to:
Use computer vision techniques to identify lanes.
Use Keras to build and train convolutional neural networks.
Train a deep learning model to differentiate traffic signs.
Simulate a fully autonomous car.
Format of the Course
Interactive lecture and discussion.
Lots of exercises and practice.
Hands-on implementation in a live-lab environment.
Course Customization Options
To request a customized training for this course, please contact us to arrange.

Sedi e date

Luogo

Inizio del corso

Milano
Visualizza mappa
Piazza Duomo, Via Torino 2, 20123

Inizio del corso

Consultare

Profilo del corso

Python programming experience.
Audience
Developers

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Opinioni

Materie

  • E-learning

Programma

Introduction

Setting up the Development Environment

Creating a Project

Configuring the Simulator

Preparing the Data Sets

Overview of Python Deep Learning Libraries

Applying Computer Vision Techniques to Track Lanes

Training Perceptron-Based Neural Networks to Detect Other Vehicles

Implementing Convolutional Neural Networks to Predict Steering Angle and Speed

Training a Deep Learning Model to Classify Traffic Signs

Using Polynomial Regression to Improve Predictive Accuracy

Testing the Self Driving Car

Troubleshooting

Summary and Conclusion

Chiama il centro

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Ti aiuterà a confrontare vari corsi e trovare l'offerta formativa più conveniente.

Deep Learning for Self Driving Cars

Prezzo da consultare