CrowdRepel is a cutting-edge solution leveraging Deep Learning and GeoLocation technologies to help individuals and organizations maintain appropriate physical distancing and prevent the spread of COVID-19. This innovative service utilizes a Pytorch Object Detection model (IterDet) to accurately detect and count people in highly crowded environments using CCTV cameras. Additionally, an advanced algorithm utilizing Perspective Transformation was developed to flag social distancing violations. The end-user application, built using the MERN stack, provides insightful Crowd Density Analytics to empower individuals to make informed decisions and stay safe.