Ferdinand Schenck
I am a Machine Learning Engineer at LiveEO currently focused on applying Machine Learning techniques to remote sensing data.
Before that, I did a PhD in particle physics at the Humboldt-Universität zu Berlin on the ATLAS experiment at CERN.
Sessions
07-11
16:50
30min
🌳 The taller the tree, the harder the fall. Determining tree height from space using Deep Learning and very high resolution satellite imagery 🛰️
Ferdinand Schenck
A case study of how we use Deep Learning based photogrammetry to calculate the height of trees from very high resolution satellite imagery. We show the substantial improvement achieved by switching from classical photogrammetric techniques to a deep learning based model (implemented in PyTorch), and the challenges we had to overcome to make this solution work.
If (1.1)