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Computer Vision using IBM and Open Source Tools

Image recognition and understanding is one of the key topics in AI. Examples span from detecting specific type of plants, counting chickens in a farm, automatic processing of car damage claims for insurance or self-driving cars. In the July 2 workshop we cover Watson Visual Recognition service on IBM Cloud. In this workshop we will cover some other IBM tools and Open Source tools that can help you achieve your goals. We'll show some examples and talk about the algorithms that are under the hood Artificial Neural Network used for image understanding. Then it'll be your time to do hands-on exercises using various tools and create your own solution.

Date: July 10 from 9:00 to 12:00 Central European Time

Workshop format: this is a technical workshop with presentations, demos and hands-on exercises.

Language: English.

Audience: business and technical audience  from Independent Software Vendors, Managed Service Providers, Cloud Service Providers

Prerequisites for attendees:

  • you will use your laptops to view demos and perform exercises
  • have IBM Cloud account. If you don't have it yet, you can create it for free at https://cloud.ibm.com/registration

Location: this is an online workshop. Participants and instructors will communicate via WebEx video conference. 

Registration: to register at this workshop, you must be logged in at this web site using the menu option Login. If you don't have a user ID at this web site yet, create it by clicking on Login, then Sign up (link at the bottom), then check your mailbox to verify your new user ID. Then return to this page and register to the workshop by clicking the Register button at the bottom. You can always see the workshops you are registered at, using the menu option My events. Your registration is confirmed when you receive an e-mail with the link to the WebEx video conference. This confirmation e-mail will be sent at least three days before the workshop or earlier.

Price: this workshop is free of charge for all who register at this web site.

Description

Image recognition and understanding is one of the key topics in AI. Examples span from detecting specific type of plants, counting chickens in a farm, automatic processing of car damage claims for insurance or  self-driving cars. In the July 2 workshop we cover Watson Visual Recognition service on IBM Cloud. In this workshop we will cover some other IBM tools and Open Source tools that can help you achieve your goals. 
We'll show some examples and talk about the algorithms that are under the hood Artificial Neural Network used for image understanding. 
Then it'll be your time to do hands-on exercises using various tools and create your own solution.

Agenda

  • Overview of IBM Cloud and Watson AI
  • Image classification explainability with Watson Open Scale
    • Watson Open Scale overview
    • Lab 1: Image Classifier explainability
  • Computer vision security challenges and solutions with Adversarial Robustness Toolbox (ART)
    • Security of AI: challenges and solutions (data poisoning, evasion attacks & defenses, black box attacks...)
    • How to protect your models from adversarial attacks
    • Lab 2: deep Learning adversarial attacks & defenses with ART

Please Login to register in this event!