MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object Detection

Marius Schubert, Karsten Kahl, Matthias Rottmann

In object detection with deep neural networks, the box-wise objectness score tends to be overconfident, sometimes even indicating high confidence in presence of inaccurate predicti…