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UID:pretalx-foss4g-2024-KMCYZN@talks.staging.osgeo.org
DTSTART;TZID=-03:20241205T104500
DTEND;TZID=-03:20241205T111500
DESCRIPTION:This presentation introduces an innovative project designed to 
 enhance the precision of urban nuclei mapping using advanced artificial in
 telligence techniques. The focus is on improving the urban nuclei layer ma
 naged by the Institut Cartogràfic i Geològic de Catalunya (ICGC) through
  the application of convolutional neural networks (CNNs). The project invo
 lves training a CNN model on a curated collection of images featuring dive
 rse urban nuclei. This training process enables the model to learn intrica
 te patterns and characteristics unique to urban areas. Once the model is a
 dequately trained\, it can autonomously detect and categorize urban nuclei
  in new images with high accuracy.
DTSTAMP:20260516T141046Z
LOCATION:Room I
SUMMARY:Enhancing Geographic Data Accuracy: Convolutional Neural Networks i
 n Urban Mapping - Lia Bertran Roca
URL:https://talks.staging.osgeo.org/foss4g-2024/talk/KMCYZN/
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UID:pretalx-foss4g-2024-3JT3QJ@talks.staging.osgeo.org
DTSTART;TZID=-03:20241205T163000
DTEND;TZID=-03:20241205T170000
DESCRIPTION:In the ever-evolving realm of geospatial technology\, developin
 g QGIS plugins that are both reliable and adaptable for web environments i
 s essential. This talk will provide practical insights into creating QGIS 
 plugins that perform well across both QGIS desktop and QGIS Web Client (Q
 WC2).\n\nKey areas of focus include:\n\n- Database-Driven Design: Explore 
 how a database-driven approach can enhance both the functionality and user
  interface of QGIS plugins. This method simplifies development by allowing
  dynamic configuration and management of plugin features and UI elements b
 ased on backend data\, ensuring seamless integration with various data sou
 rces and use cases.\n\n- Qt Forms as a Service: Learn how to implement Qt 
 Forms as a service\, where forms are dynamically generated and customized 
 according to backend configurations. This approach facilitates the creatio
 n of adaptable and maintainable user interfaces that respond efficiently t
 o different data inputs and user needs.\n\nThrough the Giswater plugin cas
 e study\, this talk will showcase these concepts with practical examples. 
 Attendees will gain valuable insights into building web-ready QGIS plugins
  that are robust\, flexible\, and user-friendly across diverse platforms.
DTSTAMP:20260516T141046Z
LOCATION:Room I
SUMMARY:Creating Web-Ready QGIS Plugins: Insights from Giswater for Effecti
 ve QWC2 Compatibility - Lia Bertran Roca
URL:https://talks.staging.osgeo.org/foss4g-2024/talk/3JT3QJ/
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