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Surrogate Object Detection Explainer (SODEx) with YOLOv4 and LIME

Due to impressive performance, deep neural networks for object detection in images have become a prevalent choice. Given the complexity of the neural network models used, users of these algorithms are typically given no hint as to how the objects were found. It remains, for example, unclear whether...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Jonas Herskind Sejr, Peter Schneider-Kamp, Naeem Ayoub
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2021-08-01
Schriftenreihe:Machine Learning and Knowledge Extraction
Schlagworte:
Online-Zugang:https://www.mdpi.com/2504-4990/3/3/33
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