About this document
Adaptive Object Detection in Adverse Weather by rouanito is a document available to read on EtoBox.
The paper presents a novel method called Auxiliary Domain-guided Adaptive Object Detection (AD-DAYOLO) to improve object detection accuracy in adverse weather conditions by using domain adaptation techniques. It generates an auxiliary domain through a generative network that transforms source domain images while preserving object categories and locations, and employs contrastive learning for instance-level adaptation. Experimental results show that AD-DAYOLO significantly outperforms state-of-the-art method
- Author
- rouanito
- Language
- EN