Comparative Analysis of Deep Learning Architectures and Vision Transformers for Musical Key Estimation

M Garg, P Gajjar, P Shah, M Shukla, B Acharya… - Information, 2023 - mdpi.com
The musical key serves as a crucial element in a piece, offering vital insights into the tonal
center, harmonic structure, and chord progressions while enabling tasks such as …

Conditional Generative Adversarial Networks for SAR-based Ocean Feature Monitoring

P Gajjar, N Mehta, M Patel, P Shah, A Das - Procedia Computer Science, 2024 - Elsevier
Ocean surface monitoring, detection of oil spills, and accurate maritime vehicle detection is
an important set of problem statements associated with ocean pollution monitoring. This …

[PDF][PDF] Applicability analysis of attention U-Nets over vanilla variants for automated ship detection

P Gajjar, M Garg, V Shah, P Shah… - Reports on Geodesy and …, 2022 - intapi.sciendo.com
Accurate and efficient detection of ships from aerial images is an intriguing and difficult task
of extreme societal importance due to their implication and association with maritime …

Enhancing Parkinson's Disease Diagnosis through Deep Learning-Based Classification of 3D MRI Images

S Desai, H Chhinkaniwala, S Shah, P Gajjar - Procedia Computer Science, 2024 - Elsevier
This paper presents a deep learning-based model developed to accurately classify
Parkinson's disease patients using 3D MRI scans and data augmentation techniques. The …

Possible heuristics and a survey on intelligent software testing

P Gajjar, A Saxena, M Garg, P Shah… - Available at SSRN …, 2023 - papers.ssrn.com
Abstract Techniques based on Machine Learning (ML) and various Artificial Intelligence (AI)
algorithms are presently effectively deployed when dealing with real-world situations such …