Abstract: Traffic sign detection plays a crucial role in autonomous driving systems, yet remains a challenging task due to factors such as small object sizes, distant placements, complex lighting ...
The detectron2 system with exactly the same model and weight as the Caffe VG Faster R-CNN provided in bottom-up-attetion. The features extracted from this repo is compatible with LXMERT code and ...
MaskAL is an active learning framework that automatically selects the most-informative images for training Mask R-CNN. By using MaskAL, it is possible to reduce the number of image annotations, ...
Abstract: Deep learning (DL) models are increasingly used in industrial applications for precise object measurement, particularly in resource-constrained environments where monocular cameras are ...