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Sonu P.

Assistant Professor (OC), School of Computing, Amritapuri

Qualification: BSc, MSc
sonu@am.amrita.edu
Google Scholar Profile
Scopus Author ID
Research Interest: Computer Vision, Machine Learning

Bio

Sonu P. currently serves as Assistant Professor on Contract at the School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri. He completed his B. Sc. Computer Science and M. Sc. Computer Science from Amrita School of Arts and Sciences, Amritapuri campus. He had qualified UGC NET (June 2019). He worked as Lab Assistant for a year at ICTS, Amrita School of Engineering, Amritapuri Campus. He also worked as Guest Faculty for MCA Program in Amrita AHEAD in 2022. He is currently pursuing Ph. D.

Publications

Journal Article

Year : 2024

Camera-mounted Helmet detection with Yolo v8 on custom dataset

Cite this Research Publication : Adithya Krishna R, Sandeep P, Sonu P, Camera-mounted Helmet detection with Yolo v8 on custom dataset, Proceedings of the 2024 Sixteenth International Conference on Contemporary Computing, ACM, 2024, https://doi.org/10.1145/3675888.3676032

Publisher : ACM

Conference Paper

Year : 2024

An Efficient Model for Camera Mounted Helmet and Number Plate Detection on Custom Dataset

Cite this Research Publication : R Adithya Krishna, P Sandeep, P Sonu, An Efficient Model for Camera Mounted Helmet and Number Plate Detection on Custom Dataset, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724182

Publisher : IEEE

Year : 2023

Diverse Machine Learning Models for Speech Emotion Recognition

Cite this Research Publication : P Sonu, Vaishnav Babu, M Anuj, Diverse Machine Learning Models for Speech Emotion Recognition, 2023 4th IEEE Global Conference for Advancement in Technology (GCAT), IEEE, 2023, https://doi.org/10.1109/gcat59970.2023.10353485

Publisher : IEEE

Year : 2023

A New Systematic Network Intrusion Detection System Using Deep Belief Network

Cite this Research Publication : A Akshai, M Anushri, P Sonu, A New Systematic Network Intrusion Detection System Using Deep Belief Network, 2023 International Conference on Quantum Technologies, Communications, Computing, Hardware and Embedded Systems Security (iQ-CCHESS), IEEE, 2023, https://doi.org/10.1109/iq-cchess56596.2023.10391651

Publisher : IEEE

Year : 2022

An Effective Approach for Detecting Acute Lymphoblastic Leukemia Using Deep Convolutional Neural Networks

Cite this Research Publication : Sunil, S., Sonu, P., "An Effective Approach for Detecting Acute Lymphoblastic Leukemia Using Deep Convolutional Neural Networks," In: Mandal, J.K., Hsiung, PA., Sankar Dhar, R. (eds) Topical Drifts in Intelligent Computing. ICCTA 2021. Lecture Notes in Networks and Systems, vol 426. Springer, Singapore. https://doi.org/10.1007/978-981-19-0745-6_3 Publisher : Springer, Singapore, (2022).

Publisher : Springer

Year : 2021

An Effective Approach for Classifying Acute Lymphoblastic Leukemia Using Hybrid Hierarchical Classifiers

Cite this Research Publication : Sunil, S., Sonu, P., Sarath, S., Rahul Nath, R., Viswan, V., "An Effective Approach for Classifying Acute Lymphoblastic Leukemia Using Hybrid Hierarchical Classifiers," In: Singh, M., Tyagi, V., Gupta, P.K., Flusser, J., Ören, T., Sonawane, V.R. (eds) Advances in Computing and Data Sciences. ICACDS 2021. Communications in Computer and Information Science, vol 1440. Springer, Cham. DOI: https://doi.org/10.1007/978-3-030-81462-5_14, 2021

Publisher : Springer, Cham

Courses Taught
  • Artificial Intelligence: 2022-2023 Odd Sem: S5 BCA and S5 BCA Data Science.
  • Artificial Intelligence: 2021-2022 Even Sem: S6 BCA.
  • Image Processing: 2021-2022 Even Sem: S4 BCA Data Science.
  • Deep learning: 2021-2022 Odd Sem: S3 MCA
  • Fundamentals of Network Administration: 2021-2022 Odd Sem: S5 BCA.
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