MobileNet-HeX: Heterogeneous Ensemble of MobileNet eXperts for Efficient and Scalable Vision Model Optimization

MobileNet-HeX: Heterogeneous Ensemble of MobileNet eXperts for Efficient and Scalable Vision Model Optimization

Efficient and accurate vision models are essential for real-world applications such as medical imaging and deepfake detection, where both performance and computational efficiency are critical. While recent vision models achieve high accuracy, they often come with the trade-off of increased size and...

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Bibliographic Details
Main Authors: Emmanuel Pintelas, Ioannis E. Livieris, Vasilis Tampakas, Panagiotis Pintelas
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Big Data and Cognitive Computing
Subjects:
ensemble learning
MobileNet
convolutional neural networks
image classification
Online Access:https://www.mdpi.com/2504-2289/9/1/2

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https://www.mdpi.com/2504-2289/9/1/2

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