A Novel Dataset for Evaluating and Alleviating Domain Shift for Human Detection in Agricultural Fields

1 code implementation • 27 Sep 2022 • Paraskevi Nousi, Emmanouil Mpampis, Nikolaos Passalis, Ole Green, Anastasios Tefas

In this paper we evaluate the impact of domain shift on human detection models trained on well known object detection datasets when deployed on data outside the distribution of the training set, as well as propose methods to alleviate such phenomena based on the available annotations from the target domain.

Human Detection object-detection +1