Nature

YOLO-DC for vehicle detection using deformable convolutional networks and cross-channel coordinate attention

Vehicle detection is crucial for intelligent decision support in transportation systems. However, real-time detection of vehicles is challenging due to geometric variations of vehicles and complex ...
Nature

Optimization of deep learning-based faster R-CNN network for vehicle detection

Object detection is a critical task in computer vision, involving the identification and localization of objects within an image 1. Object detection algorithms typically extract meaningful results ...