Efficient Teacher: Semi-Supervised Object Detection for YOLOv5

4 code implementations • 15 Feb 2023 • Bowen Xu, Mingtao Chen, Wenlong Guan, Lulu Hu

The Pseudo Label Assigner prevents the occurrence of bias caused by a large number of low-quality pseudo labels that may interfere with the Dense Detector during the student-teacher mutual learning mechanism, and the Epoch Adaptor utilizes domain and distribution adaptation to allow Dense Detector to learn globally distributed consistent features, making the training independent of the proportion of labeled data.

Object object-detection +3