Social Distancing and Face Mask Detection from CCTV Camera
International Journal of Engineering Research & Technology (IJERT)
Lead a 4 member team in developing a real - time detection system using OpenCV, Keras / TensorFlow, and MobileNetV2 architecture to identify face masks and monitor social distancing via CCTV.
Curated a custom dataset of 3,835 images, achieving a 93 % accuracy rate in distance calculations between individuals.
Proposed future enhancements for crowd prediction and heatmap plotting, addressing challenges like variable lighting and background disturbances.
Security Analysis and Improvisation in Storage Area Network
International Research Journal of Engineering and Technology (IRJET)
Lead a 3 member team in Developing and evaluating advanced security protocols for Storage Area Networks(SAN) using IBM specifications, ESXi 6.0, FreeNAS, Wireshark, Cain, and Nmap.Utilized blockchain to ensure data consistency throughout the SAN.
Implemented SSL, IPSec, IQNs, and CHAP protocols to bolster Storage Area Network(SAN) security, identifying key vulnerabilities, improving data protection by 60 %. Enhanced storage efficiency, reducing potential data breaches by 40 %.