Speaker Bio & Abstract
BiographyStefanie Supper is the Founder and CEO of Pointly as well as the Founder of the data science consulting company Supper & Supper. Her extensive expertise not only lies in data science and digital transformation but also in consulting projects in areas like Geo AI, Computational Life Science, and Mechanical Engineering. She thrives to bring together high-performance teams to deliver cutting-edge solutions and services.AbstractHow 3D Deep Learning solutions revolutionize the geospatial worldIt is nothing new that 3D point clouds have a great potential to transform the way we used to capture the real world and extract valuable information out of it. The question is how this potential can be leveraged on a large scale. Recent advances in 3D Deep Learning research show that the time is here to apply AI solutions to 3D data and enhance the creation of digital twins. However, even though both, point clouds and AI, have already been used individually with great success to tackle challenging tasks in geo-processing, the combination of both remains elusive for large scale practical applications.
In this talk, we will illustrate how point clouds and AI can be combined to unlock the potential of your 3D data. In addition, we will explain what is needed to make this possible. All of this we will showcase with industry examples from the sectors mining, infrastructure and city planning. We will share the results of how we combined 3D deep learning approaches with state of the art geo-processing to automate very time-consuming tasks like Point cloud classification, Change detection, Generation of forest inventories, Extraction of vector (CAD) models and Creation of 3D city models.