Jan Skvrna

MonoSOWA: Scalable Monocular 3D Object Detector Without Human Annotations

Inferring object 3D position and orientation from a single RGB camera is a foundational task in computer vision with many important applications. Traditionally, 3D object detection methods are trained in a fully-supervised setup, requiring LiDAR and vast amounts of human annotations, which are labor…