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Deep Learning Methods With the Improved Attention for Explainable Image Recognition

This study presents a deep learning research aimed at improving the performance of image classification models and increasing interpretability as well. We explore ways to improve the model by combining attention mechanisms with convolutional neural networks. This study uses garbage classification da...

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Main Authors: Na Bai, Inwhee Joe
Format: Artigo
Language:Inglês
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Attention mechanism
convolutional neural networks
deep learning
Grad-CAM
Online Access:https://ieeexplore.ieee.org/document/10521527/
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