Detection and counting of Baobab trees using remote sensing and ML in the far-northern part of Limpopo.

Neacail Hilhorst , Joshua da Silva

Partner: solar-geography

Year: 2023

Abstract: This report presents a web application that allows a user to use automated tree detection and classification with a YOLO-8 model trained on aerial remote sensing data. The application was designed with an interface to allow the analysis and extraction of the location of Baobab trees from aerial images. The model output is visualised by using a combination of maps and appropriate graphs.

Presentation Video