"The shift from traditional video recording to intelligent video surveillance has fundamentally transformed the way security systems operate. Previously, ""smart"" video surveillance was limited to older systems hosted on dedicated servers, which were expensive to maintain. Continuous recording was the standard method, with footage stored in specialized archives. However, with the advent of new technologies, this old approach has become obsolete. These innovations provide enhanced video recording capabilities and improve object recognition by utilizing computer vision. Nowadays, any camera can be transformed into a ""smart"" one. Object recognition allows the system to identify individuals, license plates, or other critical data. In the event of an emergency (such as a burglar breaking into a home), the camera owner receives notifications via email or on their mobile phone, ensuring a rapid response. Modern developments have introduced software that provides complete camera management and real-time event monitoring. This software is often available for free, making it accessible to anyone without incurring extra costs. It effectively recognizes objects on both CPU and GPU systems, with the software automatically balancing the load and optimizing usage. In the past, video recording required the purchase of a special video recorder, to which AHD or IP cameras were connected. After a month of use, the owner could effectively monitor activity on their property. However, over time, it became evident that object recognition was insufficient. Frequent false alarms (caused by changing weather conditions, for example) led to notifications being sent to the user. When such incidents occurred too often, owners began to ignore these alerts. After a while, they resorted to continuous recording mode to ensure no footage was lost. However, this often resulted in the recorder becoming obsolete and largely forgotten. It would only be remembered when a significant incident occurred, requiring footage review. By then, the recorder often failed to function properly. The introduction of cloud servers provided a partial solution but came at a steep price. Many organizations began hiring security personnel to monitor events via screens, a task that artificial intelligence can now handle effortlessly. Despite the ease AI provides, systems relying on this technology are expensive, requiring professional installation and the setup of powerful servers for optimal operation. When looking for AI-powered software for home devices, caution is advised. Many online links lead to malicious software, while others might lead to well-designed landing pages that promise a product but fail to deliver a working solution. These sites often ask for contact information to provide more details, signaling that the product may still be under development rather than available for use. Thus, when seeking VMS camera software, it is crucial to verify its authenticity and suitability for your needs."