CITIC

CITIC hosts a workshop on training models for autonomous driving

19/12/2024 - CITIC

On Friday, December 20th, the workshop “Advances in Simulation and Synthetic Generation of Annotated Data for Autonomous Vehicles” will be held in the Cloud Room of CITIC, organized by the Computer Graphics & Visual Computing (XLab) research group in collaboration with the UDC ICT Center. This event is part of the project “Automatic Data Annotation by Semi-Supervised Learning and Procedural Generation of Augmented Scenarios,” from the 2020 Knowledge Generation R&D Projects call by the Ministry of Science, Innovation and Universities.

During the seminar, the results obtained by the research team of the subproject “Procedural Generation of Augmented Scenarios with Automatic Data” (PGASADA) will be presented. One of the objectives is for the event to be a meeting space for project participants and research staff interested in this topic, as well as to explore future collaboration opportunities and exchange ideas.

Program

  • 10:30 h: Workshop Opening
  • 10:35 – 10:55 h: UrbanSyn: An open synthetic dataset for semantic segmentation with realistic driving images. José A. Iglesias Guitián, CITIC – University of A Coruña
  • 11:00 – 11:40 h: Connected, cooperative, and automated mobility: from technology as an end to technology as a tool – Margarita Martínez Díaz, Polytechnic University of Catalonia
  • 11:45 – 12:05 h: HighwayScapes: Generation of per-pixel metadata in 2D images for highways – José Ribelles Miguel, Jaume I University
  • 12:05 – 12:25 h: Open Discussion: HighwayScapes
  • 12:30 – 13:00 h: Impact of Synthetic Image Generation on Semantic Segmentation – Manuel Silva Díaz, CITIC – University of A Coruña
  • 13:00 – 13:30 h: Future projects and collaboration opportunities
  • 15:30 – 16:10 h: Generative AI as an alternative for generating synthetic datasets for autonomous driving – Omar A. Mures, CITIC – University of A Coruña
  • 16:15 – 17:00 h: Round table on challenges in simulation and data generation for autonomous vehicles
  • 17:00 h: Workshop Closing