Joshua Peschel

Assessing Monocular Depth Estimation Networks for UAS Deployment in Rainforest Environments

The primary objective of this study was to utilize state-of-the-art deep learning-based monocular depth estimation models to assist UAS pilots in rainforest canopy data collection and navigation. Monocular depth estimation models provide a complementary technique to other depth measurement and estim…