Deepness presentation at QGIS users meeting

On 25.06.2024, during QGIS Users Meeting (III spotkanie użytkowników QGIS) at Faculty of Geographicaland Geological Sciences, Marek and Przemyslaw presented our Deepness plugin and its applications to a broader audience of around 300 QGIS experts in the audience. The presentation was followed by a networking with a lot of new great ideas for further models and plugin development!

Deepness

Deepness - an open-source plugin for the QGIS application, allowing the easy employment of neural network models on any raster layer representing a matrix of values or image data. Deep neural networks show a clear improvement in computer vision tasks, enabling the automatic performance of, among others, regression, segmentation and detection of objects in the images. The Deepness plugin supports model types that complete the abovementioned tasks, linking deep learning inference directly with the most popular geographic information system (GIS) application. Moreover, a model registry with ready-to-use models is provided, bringing the power of deep learning to users without machine learning expertise. This enables augmenting the familiar, established workflow with new functionalities.