The Box Size Confidence Bias Harms Your Object Detector

Keyphrases

• Object Detector 100%
• Confidence Bias 100%
• Object Detection 40%
• Performance Impairment 40%
• Confidence Estimation 40%
• Conditional Confidence 40%
• Training Data 20%
• Neural Network 20%
• Task Performance 20%
• Bounding Box 20%
• Confidence Calibration 20%
• Prediction Accuracy 20%
• Impact Performance 20%
• Object Position 20%
• Histogram 20%
• Object Size 20%
• Debiasing 20%
• Test Time Augmentation 20%
• Conditional Bias 20%
• Detector Confidence 20%
• Confidence Prediction 20%

Mathematics

• Conditionals 100%
• Box Size 100%
• Training Data 33%
• Bounding Box 33%
• Binning 33%
• Accurate Prediction 33%
• Neural Network 33%
• Histogram 33%

Computer Science

• Object Detector 100%
• Object Detection 40%
• Neural Network 20%
• Task Performance 20%
• Performance Impact 20%
• Training Data 20%