Wen-Bin Cai

Improved YOLOv8 object detection method based on P2 detection head and ECA attention mechanism for autonomous driving scenarios

Motivated by the reduced detection accuracy of small targets, including traffic lights and traffic signs, in autonomous driving scenes with complex background interference, this work presents an improved YOLOv8-P2-ECA target detection method that integrates a P2 small target detection head with an Efficient Channel Att...