MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object Detection

1 code implementation • 6 Dec 2022 • Dong Liang, Jing-Wei Zhang, Ying-Peng Tang, Sheng-Jun Huang

However, existing active learning methods are mainly with class-balanced settings and image-based querying for generic object detection tasks, which are less applicable to aerial object detection scenarios due to the long-tailed class distribution and dense small objects in aerial scenes.

Active Object Detection Informativeness +3