Search Results for author: Aditya Thyagarajan

Found 2 papers, 2 papers with code

ObjectLab: Automated Diagnosis of Mislabeled Images in Object Detection Data

1 code implementation2 Sep 2023 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.

Autonomous Vehicles Object +2

Identifying Incorrect Annotations in Multi-Label Classification Data

2 code implementations25 Nov 2022 Aditya Thyagarajan, Elías Snorrason, Curtis Northcutt, Jonas Mueller

In multi-label classification, each example in a dataset may be annotated as belonging to one or more classes (or none of the classes).

Classification Label Error Detection +2

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