Model as a service - deployment of neural networks | Studencki Festiwal Informatyczny

16th SFI Academic IT Festival

- 2020 |
16 edition 2020

Model as a service – deployment of neural networks

Type: Workshop
Speaker: Paweł Pęczek
Language: Polish
SFI Edition: 16
Topic

Model as a service – deployment of neural networks

Abstract

The workshop is addressed to people who want to learn about the methods of sharing trained models of neural networks as a service. During the workshop, methods of creating services mastered by popular deep neural network architectures will be presented on practical examples, allowing existing systems for easy integration. The participants will work together to create a distributed system realizing a practical business case of use related to the topic of machine vision.

Requirements Knowledge
  • good Python programming skills
  • basic knowledge of Docker
  • basic information on interprocess communication and between hosts on the network, including REST
  • thorough knowledge of the subject of neural networks is not necessary, basic knowledge of the issues raised in the following tutorials will be sufficient:
  • basic knowledge of Tensorflow v1 will be a plus but not necessary
Requirements Technical
  • your own laptop
  • necessarily Docker
  • Linux Ubuntu preferred. Certainly the Windows version without virtualization is dropping.
  • IDE

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