🏙️ Automated Building Extraction with Mask R-CNN This repository contains the complete end-to-end pipeline for training a Mask R-CNN model to perform instance segmentation on aerial satellite imagery ...
Detectron2 is Facebook AI Research's next generation library that provides state-of-the-art detection and segmentation algorithms. It is the successor of Detectron and maskrcnn-benchmark. It supports ...
Abstract: This paper presents a comparative evaluation of two state-of-the-art object detection frameworks, YOLOv8 and Detectron2, for aerial image analysis using unmanned aerial vehicles (UAVs) in ...