Convolutional neural networks for self-driving cars on GPU

10 Sept 2018, 16:00
1h
4th floor

4th floor

Poster presentations Poster Session

Speaker

Ms Nataliia Kulabukhova (Saint Petersburg State University)

Description

The challenge is to teach how to drive a vehicle without human with the help of deep learning power using visual data from the cameras installed on the machine. The problem is to process the amount of data in the real time. Convolutional neural networks (CNNs) are used for training data. And the idea of how to use CNNs on graphical processing units is described.

Primary author

Mr Boris Tyulkin (Saint Petersburg State University)

Co-author

Ms Nataliia Kulabukhova (Saint Petersburg State University)

Presentation materials

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