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Fundamentals of Deep Learning for Computer Vision – Copenhagen

Event

05-04-2018

Fundamentals of Deep Learning for Computer Vision – Copenhagen

The Alexandra Institute partners with NVIDIA Deep Learning Institute (DLI) to offer hands-on training to developers, data scientists and researchers looking to solve real-world problems with deep learning across diverse industries such as self-driving cars, healthcare, online services and robotics.

In this hands-on course, you will learn the basics of deep learning by training and deploying neural networks.

You will learn how to:

  • Implement common deep learning workflows, such as image classification and object detection.
  • Experiment with data, training parameters, network structure and other strategies to increase performance and capability.
  • Deploy your neural networks to start solving real-world problems.

Upon completion, you will be able to start solving problems on your own with deep learning.

Prerequisites: Programming skills (C/C++, Python or similar)

Duration: 8 hours

Framework: Caffe, NVIDIA DIGITS™

Language: English

Instructor

Adam Henryk Grzywaczewski is an experienced applied research scientist specialised in Machine Learning and Information Retrieval with extensive Deep Learning/Big Data/Software Development/System Architecture background. He works for NVIDIA as a Deep Learning Solution Architect supporting a wide range of customers (from private, public and educational sector) in delivery of their machine learning/deep learning solutions. Prior to joining NVIDIA he has been responsible for building Machine Learning/Big Data capability for the UK biggest government departments and working as a Research Strategy Engineer in Jaguar Land Rover research department. He holds a PhD in Information Retrieval and has a very solid software development background.

Agenda

9:00 Deep Learning Demystified and Applied Deep Learning (lecture)
9:45 Break
10:00 Image Classification with DIGITS (lab*)
12:00 Lunch
13:00 Object Detection with DIGITS (lab*)
15:00 Break
17:15 Neural Network Deployment with DIGITS and TensorRT (lab*)
17:30 End

* Please note that attendees MUST bring their own laptops.

 

This workshop is brought to you by:

Date:
05-04-2018 09:00 to 17:30 April, date to be confirmed
Place:
Biocenteret, Lokale 4-0-24, Ole Maaløes Vej 5, 2200 Copenhagen N
Price:
3000 DKK including VAT
Organisers:

Organised by NVIDIA Deep Learning Institute and the Alexandra Institute

Team Leader
+45 22 59 77 38
Åbogade 34, 8200 Aarhus N
Nygaard building, 3rd floor room 305
.