ObjectLab: Automated Diagnosis of Mislabeled Images in Object Detection Data

Ulyana Tkachenko, Aditya Thyagarajan, Jonas Mueller

Despite powering sensitive systems like autonomous vehicles, object detection remains fairly brittle in part due to annotation errors that plague most real-world training datasets.…