Feb
20
Advanced Deep Learning: Object Picking based on CAD model and 2D Camera (train AI models with synthetic data)
Event location
Gaston Geenslaan 8, 3001 Leuven, Belgium

From CAD to AI robots: learn to train robots to detect and pick objects with precision! The objective of this course is to learn how to train an object pose estimation neural network for robot picking applications. This includes:
- Theoretical introduction on AI training from CAD file
- Hands-on experiment: rendering of synthetic data, application of network on images, communication with robot
- Discussion of alternative pose estimation and picking strategies
Agenda
- 09:00 - Welcome coffee
- 09:30-12:00 - Theoretical introduction on AI training from CAD file
- 12:00-13:00 - Lunch
- 13:00-15:00 - Hands-on experiment: rendering of synthetic data, application of network on images, communication with robot
- 15:00-17:00 - Discussion of alternative pose estimation and picking strategies
About Reboot Skills
The course is developed under the framework of the EU-funded REBOOT SKILLS project, an initiative designed to enhance the digital expertise of professionals in the European manufacturing sector, addressing the digital skills gap exposed by rapid digitization and the COVID-19 pandemic. Supported by the Digital Europe program, it collaborates with academia, research, and industry to offer accessible training in four key areas: Artificial Intelligence, Internet of Things, Robotics, and Cybersecurity.
Event Details
Website link
Target audience
Digital skills for ICT professionals and other digital experts.
Digital technology / specialisation
Digital skill level
Geographic scope - Country
Austria
Belgium
Bulgaria
Cyprus
Romania
Slovenia
Croatia
Czech republic
Denmark
Estonia
Finland
France
Germany
Greece
Hungary
Italy
Ireland
Malta
Latvia
Lithuania
Luxembourg
Netherlands
Portugal
Poland
Sweden
Spain
Slovakia
Industry - field of education and training
Generic programmes and qualifications not further defined
Target language
English
Geographical sphere
International initiative
Event organizer
Event setting
On Location
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