Comparing dendritic trees with actual trees

no code implementations • 4 Jul 2023 • Roozbeh Farhoodi, Phil Wilkes, Anirudh M. Natarajan, Samantha Ing-Esteves, Julie L. Lefebvre, Mathias Disney, Konrad P. Kording

Since they became observable, neuron morphologies have been informally compared with biological trees but they are studied by distinct communities, neuroscientists, and ecologists.

Point2Tree(P2T) -- framework for parameter tuning of semantic and instance segmentation used with mobile laser scanning data in coniferous forest

no code implementations • 4 May 2023 • Maciej Wielgosz, Stefano Puliti, Phil Wilkes, Rasmus Astrup

We trained a model based on Pointnet++ architecture which achieves 0. 92 F1-score in semantic segmentation.

Instance Segmentation Segmentation +1