Abstract: Convolutional Neural Networks (CNNs) are extensively utilized for image classification due to their ability to exploit data correlations effectively. However, traditional CNNs encounter ...

Abstract: The necessity for lightweight and effective models has increased due to the growing need for installing deep neural networks (DNNs) in resource-constrained environments (RCEs), such as ...