Nowadays the crime rates all over the globe are increasing at an alarming rate and for that measures are being taken but not quite so good. We witness these criminals are let loose everyday just because the evidence isn’t enough or isn’t strong enough to be held in the court of law. One of the major issues in gathering evidence for such heinous crimes that are captured in the CCTV camera is that its not an evidence good enough to be accepted by the court and the sole reason behind it being the quality of these videos are not good enough in terms of resolution and which aches our hearts out to see those criminals living the life of free man without any guilt or punishment. This is why we interns thought we might put our knowledge about deep learning into some good use for the society and help to maintain the valuable parameters of the jurisdiction to some extent.