Dr. Deepika Vikas Agrawal
Government Polytechnic Nashik, Maharashtra, National Institute of Technical Teachers Training and Research
0000-0002-8309-3040
About
Dr. Deepika Vikas Agrawal is a Lecturer in the Department of Information Technology at Government Polytechnic, Nashik, under the Higher and Technical Education Department, Government of Maharashtra, India. She holds a Ph.D., M.Tech., and B.E. in Computer Science and Engineering.
Her research interests include Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Self-Supervised Learning, image analysis, and intelligent transportation systems. Her doctoral research focused on self-supervised representation learning for road damage detection, with an emphasis on developing robust and annotation-efficient computer vision models.
She is actively engaged in teaching, academic research, curriculum development, and the application of emerging technologies to real-world engineering problems. She has authored research publications in peer-reviewed journals and conferences and is committed to promoting innovation, interdisciplinary collaboration, and quality technical education.
Employment
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Government Polytechnic Nashik, Maharashtra
Education
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National Institute of Technical Teachers Training and Research Ph.D2022 - 2025
Projects & Funding
Projects & funding information is unavailable.
Publications (4)
- Enhancing Pothole Detection with Self-Supervised Learning: A Hybrid Contrastive and Noncontrastive Approach for Label-Efficient Segmentation Save
- Label-Efficient Self-Supervised Representation Learning-based Road Pothole Detection from Thermal Images Save
- Contrastive Learning-Based Approach for Automated Road Damage Detection Save
- Cross-Domain Road Damage Classification using Regularized Self-Supervised Representation Learning Save