🌳 The taller the tree, the harder the fall. Determining tree height from space using Deep Learning and very high resolution satellite imagery 🛰️

Ferdinand Schenck

Tuesday 10:30 in Kuppelsaal

Type/Track Talk pydata-machine-learning-deep-learning-stats

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.

Level Domain Expertise Intermediate Python Skill Level Novice

Ferdinand Schenck

Affiliation: LiveEO GmbH

Ferdinand Schenck is a Machine Learning Engineer at LiveEO currently focused on applying Machine Learning techniques to remote sensing data.

visit the speaker at: Github • Homepage