Final Year Project

Project Title

Zaamin - An Al-powered, Video Analytic Software System

Description

Today CCTV cameras are installed nearly at every location for the purpose of surveillance but they are too labor-intensive. Moreover, the performance and concentration of even well-trained human operators may decay rapidly imposing a high risk of missing an unwanted event that could be easily prevented. It is because of this that automation and intelligence in the field of security is the need of the hour. Trying to equip cameras with intelligence is challenging in itself, as computer vision models are intensive in terms of computation and memory due to a large number of weights taking up considerable storage and memory bandwidth. This makes it difficult to deploy them in resource-constrained environments like embedded systems. Zaamin is a solution to that. Our goal is to optimize the models, so they can work anywhere, in real time. We also aim to provide a dashboard for people to gain insights from models.