As technology continues to evolve, ensuring the safety and reliability of surveillance systems has never been more important. The STQC Certification for CCTV cameras, introduced by the Ministry of Electronics and Information Technology (MeitY) was a crucial step in ensuring that CCTV systems meet the security requirements for protecting public