IEEE

Enhancing intensification forecast of tropical cyclones in the North Indian Ocean Basin using fused Vision transformer and Convolutional block attention with ResNet model

Abstract: The accurate forecasting of tropical cyclone (TC) intensity is challenging because of the large uncertainties in the physical processes and lack of observations over the north Indian Ocean ...
IEEE

Optimizing ResNet-50 for Multiclass Classification: A Multi-Stage Learning Approach

Abstract: In this study, we present a multistage learning pipeline that utilizes the ResNet-50 architecture as a static feature extractor for multiclass image classification problems. This methodology ...