Kacper Leśniara
.ical

Co-creator of the SRAI library,
An ML Engineer passionate about the geospatial domain and an author of highway2vec.
Background in Computer and Data Science from the Wrocław University of Science and Technology and a proud member of the KRAINA Lab tackling geospatial problems. MLOps Engineer @ GetInData

The speaker’s profile picture
Institute / Company –

GetInData

 Git*hub|lab –

https://github.com/Calychas

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