An end-to-end vision registration, recognition, and video analytics solution is implemented with the ability to enable object and people tracking. It adeptly registers and recognizes faces, whether with or without masks, and identifies objects within the camera's field of view. Furthermore, it autonomously detects and enforces social distancing measures and monitors crowd capacity within predefined areas, such as building lobbies and high-traffic zones. Additionally, it possesses the capability to detect potential theft and identify dangerous objects such as weapons or unattended packages.