Hyperparameter Tuning and Automatic Image Augmentation for Deep Learning-Based Angle Classification on Intraoral Photographs—A Retrospective Study

Hyperparameter Tuning and Automatic Image Augmentation for Deep Learning-Based Angle Classification on Intraoral Photographs—A Retrospective Study

We aimed to assess the effects of hyperparameter tuning and automatic image augmentation for deep learning-based classification of orthodontic photographs along the Angle classes. Our dataset consisted of 605 images of Angle class I, 1038 images of class II, and 408 images of class III. We trained R...

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Bibliographic Details
Main Authors: José Eduardo Cejudo Grano de Oro, Petra Julia Koch, Joachim Krois, Anselmo Garcia Cantu Ros, Jay Patel, Hendrik Meyer-Lueckel, Falk Schwendicke
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Diagnostics
Subjects:
artificial intelligence
deep learning
modeling
orthodontics
photographs
Online Access:https://www.mdpi.com/2075-4418/12/7/1526

Internet

https://www.mdpi.com/2075-4418/12/7/1526

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