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CCTV Software uses IP cameras and webcams to perform unbeatable video monitoring. Video stream can be viewed from many sources simultaneously. The program supports more than 1000 models of IP cameras, and virtually all webcams. You can record the events in your home or office while you are away. Motion detector is based on video frame analyzing algorithm. You can use it to protect your home from intruders. The motion sensor are fully customizable so you can be sure you will not get the false alerts. If CCTV Software detects motion, it can send you an alert message in telegram messenger, with attached video from cameras. It is not only important to identify the security threat, but also to capture the evidence. When the program detects the motion, it can make snapshots on cameras, and to record video. If you are a boss, you can schedule recording the video in your office rooms and then watch it later, to make sure your employees do the job. The video player allows you to playback recorded video anytime. The captured media files are saved to the local folder, or on the cloud.

The VSaaS service is highly scalable in terms of the amount of stored video, the number of observation points, and the number of system users. The most significant barrier to expanding VSaaS services in the world is the insufficient bandwidth of communication channels outside the local network. Compare the data streams generated by the cameras with average subscriber connection speeds. On the one hand, even when using modern compression algorithms such as H.264, standard definition cameras (0.4 megapixels) form a data stream from 0.5 to 4 Mbit / s, and high-definition cameras (13 megapixels) from 1 to 10 Mbit / s for good viewing conditions and up to 50 Mbit / s for bad. For systems with a large number of cameras, the cost of transmitting, storing and analyzing data becomes critical. On the other hand, the average speed of the outgoing channel is 4 Mbps in the world. When using asymmetric access technologies (for example, LTE, 4G, ADSL), the outgoing channel from the subscriber to the VSaaS application is 410 times smaller than the incoming. Thus, the VSaaS service does not allow remote viewing and recording of video from a larger number of cameras, especially high-resolution cameras.

Machine learning, covering today various areas of human activity, is used in a classical form for training on a large amount of data. The algorithms of most systems implemented on the basis of a personal computer and united by the general term motion analysis are based on methods for analyzing optical flows or correlation motion. Software works most accurately when a person is directly in front of the camera, selects moving objects and monitors them, detecting the appearance of new ones or the disappearance of previously observed ones.

While advancements have been made in surveillance technology, challenges persist, especially with cloud IP cameras and their accompanying software.
Once upon a time, homes used RFID tags to manage access through gates. Fast forward to today, and we have technologies that can recognize license plate numbers to control entry. Beyond mere access, computer vision can discern the presence of smoke or an open flame in a room. While this does not dismiss the importance of specialized sensors, the sheer power of computer vision requires only a standard camera paired with robust object and event detection software. The outcome? A multi-functional system thats easier to install and configure.

The realm of smart homes traditionally revolved around connecting a myriad of sensors. As technology evolved, there emerged a sophisticated and cost-effective alternativecomputer vision. The power of visual computing has unlocked capabilities in the realm of home automation that were previously unattainable or cumbersome.