Deep Layers forum will serve as a place to connect people, share knowledge, compare approaches and see how specific model architectures can help to solve particular tasks. The meeting is organized by a scientific group of Artificial Intelligence and Medical Technologies with the support of the Brno.AI cluster and with the finnacial support of Strategie AV21.

 

Price & registration

The forum is free of charge, but due to limited number of seats a registration is needed. The registration is open now.

​Registration Jsme_soucasti_ dny AI

   



The final program for Deep Layers 2025 in a printable PDF is available here.


 

Day 1 – November 4, 2025

Machine Learning and Deep Learning Tutorials for Beginners (in Python)

  • 09:30 – 09:35
    Foreword by DeepLayers 2025 organizers
  • 09:35 – 10:30
    Machine-learning Elements I: Data treatment — by F. Plesinger (ISI of the CAS – AIMT, Brno, CZ)
  • 10:30 – 10:45
    ☕ Coffee break
  • 10:45 – 11:45
    Machine-learning Elements II: Modelling tutorial — by B. Matouskova (ISI of the CAS – CN, Brno, CZ)
  • 11:45 – 12:45
    🍽️ Lunch (provided)
  • 13:00 – 13:45
    Deep-learning (DL) Elements I — by F. Lux (Thermo Fischer Scientific, Brno, CZ)
  • 13:45 – 14:00
    ☕ Coffee break
  • 14:00 – 15:15
    Deep-learning Elements II — by J. Pavlus (ISI of the CAS, Brno, CZ)

Day 2 – November 5, 2025

Real-World Applications of Artificial Intelligence

  • 09:00 – 09:30
    AI 2025: How Far We’ve Come and Where We’re Headed — by P. Nejedly (ISI of the CAS – CN, CZ)
  • 09:30 – 10:00
    Beyond the Model: Understanding Data Quality in the Development of Software Medical Devices — by D. Schwarz and M. Svoboda (IBA, Brno, CZ)
  • 10:00 – 10:15
    ☕ Coffee break
  • 10:15 – 10:45
    Artificial Intelligence in Digital Pathology: From Concept to Clinical Practice — by T. Brazdil (FI MUNI, Brno, CZ)
  • 10:45 – 11:15
    Discovering Quantum Computing through VLQ: From Principles to Applications — by M. Lampart (IT4Innovations, Ostrava, CZ)
  • 11:15 – 11:45
    The World of Foundation Models — by J. Pavlus (ISI of the CAS, Brno, CZ)
  • 11:45 – 12:45
    🍽️ Lunch (provided)
  • 12:45 – 13:15
    Crop & Weed Detection Using Drone Image Data — by D. Kovac (Scicake, Brno, CZ)
  • 13:15 – 13:45
    Prediction of Ventricular Arrhythmias from Implantable Cardioverter Devices — by Z. Koscova (Emory University, GA, US)
  • 13:45 – 14:00
    ☕ Coffee break
  • 14:00 – 14:30
    Building a Small Cluster: Caveats and Lessons Learned — by J. Pavlus (ISI of the CAS, Brno, CZ)

Venue

Institute of Scientific Instruments of the Czech Academy of Sciences

Kralovopolska 147

Brno

Czech Republic

616 64

 

 

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