Do We Still Need Non-Maximum Suppression? Accurate Confidence Estimates and Implicit Duplication Modeling with IoU-Aware Calibration

Keyphrases

• Duplication 100%
• Confidence Estimation 100%
• Non-maximum Suppression 100%
• Publicly Available 50%
• Performance Gain 50%
• Hyperparameters 50%
• Object Detector 50%
• Parallelizable 50%
• Obfuscation 50%
• Confidence Score 50%
• Calibration Approach 50%
• Prediction Process 50%
• Joint Modeling 50%
• Precision Estimates 50%
• Duplicate Detection 50%
• Confidence Prediction 50%
• Conditional beta 50%
• Autonomous Decision System 50%
• Empirically Based 50%

Computer Science

• Performance Gain 100%
• Postprocessing 100%
• Object Detector 100%
• Confidence Score 100%
• Duplicate Detection 100%