Pınar Topçam

3D Object Detection with a Self-Supervised Lidar Scene Flow Backbone

"State-of-the-art lidar-based 3D object detection methods rely on supervised learning and large labeled datasets. However, annotating lidar data is resource-consuming, and depending only on supervised learning limits the applicability of trained models. Self-supervised training strategies can allevi…