Harshita Chourasia

Harshita Chourasia is currently working as an Assistant Professor, at G.H. Raisoni College of Engineering, Nagpur. She did her M.Tech. in Computer Technology and; Application and B.E. in Computer Science and Engineering from RGPV University, Bhopal. She won the Chancellor’s Award for meritorious performance in her final year of B.E. She has experience as an Artificial Intelligence Developer and hands-on expertise with object detection, object classification, tracking and counting objects. Implemented novel computer vision algorithms for various use cases using deep learning frameworks such as Tensorflow, Pytorch, and YOLO. Analyzed, designed, and implemented software embedded systems like the Raspberry Pi 3 B+, and the Raspberry Pi 4. She has a valuable teaching experience of more than two years. Her expertise and area of research lie in Machine Learning, Artificial Intelligence and Computer Vision.

Publications

Crime Mapping and Hotspot Analysis: Enhancing Women's Safety Through GIS
Crime Mapping and Hotspot Analysis: Enhancing Women's Safety Through GIS
Harshita Chourasia, Sivaram Ponnusamy. © 2024. 15 pages.
In a time when safety is still of the highest importance, especially for vulnerable groups like women, this chapter analyzes the powerful intersection of crime mapping, hotspot...
Exploring Emerging Depression Symptomatology Through Social Media Text Mining: A Focus on Women's Mental Health
Exploring Emerging Depression Symptomatology Through Social Media Text Mining: A Focus on Women's Mental Health
Harshita Chourasia, Praveen Kumar Mannepalli. © 2024. 29 pages.
The diagnosis and understanding of depression, a prevalent and debilitating mental disorder, presents unique challenges, particularly among females. Nowadays, clinical...
Women's Care With Generalized Metabolism Analysis Report Based on Age Using Deep Learning
Women's Care With Generalized Metabolism Analysis Report Based on Age Using Deep Learning
Madhuri Amit Sahu, Minakshi A. Ramteke, Amit P. Sahu, Harshita Chourasia, Sivaram Ponnusamy. © 2024. 13 pages.
Women are facing different problems in different stages. The importance of comprehending women's personal and health issues is highlighted in the opening section. Women are...
Crowd Dynamics Analysis: GAN-Powered Insights for Enhanced Public Safety
Crowd Dynamics Analysis: GAN-Powered Insights for Enhanced Public Safety
Harshita Chourasia, Neha Tiwari, Shraddha Raut, Anansingh Thinakaran, Anirudh A. Bhagwat. © 2024. 13 pages.
Understanding crowd dynamics in densely populated public spaces, such as city centers, stadiums, and transit hubs, is vital for ensuring public safety and efficient management....
Utilizing Real-ESRGAN for Enhanced Video Surveillance in Public Safety: A Case Study on Road Accident Prevention
Utilizing Real-ESRGAN for Enhanced Video Surveillance in Public Safety: A Case Study on Road Accident Prevention
Harshita Chourasia, Devendra Chourasia, Shrutika Wanjari, Mohammad Imran Khan. © 2024. 12 pages.
An important development in the field of traffic surveillance is enhanced video quality with ESRGAN, which provides law enforcement with unmatched clarity and accuracy when...