Piotr Gramacki
Co-creator of SRAI library. Master of Science in Data Science @ Wrocław University of Science and Technology. Machine Learning Engineer @ Brand24
Wrocław University of Science and Technology
Git*hub|lab – Twitter handle –@piotrgramacki
Session
08-14
10:30
90min
Introduction to Geospatial Machine Learning with SRAI
Szymon Woźniak, Piotr Szymański, Piotr Gramacki, Kamil Raczycki, Kacper Leśniara
This tutorial offers a thorough introduction to the srai library for Geospatial Artificial Intelligence. Participants will learn how to use this library for geospatial tasks like downloading and processing OpenStreetMap data, extracting features from GTFS data, dividing an area into smaller regions, and representing regions in a vector space using various spatial features. Additionally, participants will learn to pre-train embedding models and train predictive models for downstream tasks.
Scientific Applications
Aula