Robustness Assessment of AI-Based 2D Object Detection Systems: A Method and Lessons Learned from Two Industrial Cases

The reliability of AI-based object detection models has gained interest with their increasing use in safety-critical systems and the development of new regulations on artificial intelligence. To meet the need for robustness evaluation, several authors have proposed methods for testing these models....

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Bibliographic Details
Main Authors: Anne-Laure Wozniak, Sergio Segura, Raúl Mazo
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/13/7/1368