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Found 4 papers, 1 papers with code
FSNet: A Failure Detection Framework for Semantic Segmentation
Semantic segmentation is an important task that helps autonomous vehicles understand their surroundings and navigate safely.
Online Monitoring of Object Detection Performance During Deployment
During deployment, an object detector is expected to operate at a similar performance level reported on its testing dataset.
Per-frame mAP Prediction for Continuous Performance Monitoring of Object Detection During Deployment
Performance monitoring of object detection is crucial for safety-critical applications such as autonomous vehicles that operate under varying and complex environmental conditions.
Did You Miss the Sign? A False Negative Alarm System for Traffic Sign Detectors
The proposed method raises an alarm when it discovers a failure by the object detector to detect a traffic sign.
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