Self-Learning Video Analytics
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Self-Learning Video Analytics

Through the use of advanced pattern-based analytics and teach-by-example technology, Avigilon video analytics are designed to increase the productivity of security personnel while making monitoring more affordable and efficient.

Avigilon’s self-learning analytics extends the effectiveness of your security personnel by providing effective monitoring and enabling proactive, real-time response from your team. Built from the ground up to manage high-definition video, Avigilon offers analytics embedded in Avigilon cameras up to 5K (16 MP) resolution.

Advanced pattern-Based Analytics

Avigilon’s advanced video pattern detection technology is able to accurately recognize the movements of people and vehicles while ignoring motion not relevant to a scene. Embedded into cameras up to 5K (16 MP), the system’s ability to constantly learn reduces false positives and helps ensure alerts are meaningful, which avoids wasted time and improves efficiencies.

Tech-By-Example Technology

Our teach-by-example object classifier technology enables users to provide feedback about the accuracy of alarm events generated by Avigilon devices. Rather than decreasing analytics sensitivity to reduce false alarms, the feedback trains the device, increasing the accuracy of the analytics used to determine which alarms are real and which are false to further improve a low false-positive alarm rate. Over time, the system learns the scene and is able to prioritize important events based on user feedback. This increases sensitivity to conditions that are of concern while reducing false alarms to keep the focus on what matters.

Key Features And Benefits

Efficient installation and ongoing accuracy

Point-and-shoot system setup: self-learning video analytics works out-of-the-box without manual calibration.


Pattern-based classification and tracking technology

Object classification and tracking using pattern-based analytics algorithms are tuned to recognize people and vehicles, while ignoring nuisance motion.


Teach-by-example technology

Operator input teach-by-example technology enables users to provide feedback to the system about accuracy, which further enhances the pattern-based analytics database.


Lower false alarm rates

Self-learning analytics continuously adjust to increase detection and confidence levels.


Broad variety of devices

Avigilon devices embedded with self-learning video analytics include appliances and cameras with resolutions from 1 to 16 MP (5K).


Compatible with IP or analog cameras

Add self-learning video analytics to internet protocol (IP) or analog surveillance cameras with Avigilon analytics appliances.


Idle scene mode

Idle scene mode reduces bandwidth and storage, and is triggered by analytics specific objects rather than motion detection.


Powerful forensics

Forensic search capabilities of analytics events accelerate search times using a fully unified ACC Client.


Cost effective

No additional servers required.


No licensing required

Fully embedded edge analytics with no additional rules-based licensing on cameras.


(4k-5K) H4 Pro


The H4 Pro camera series with self-learning video analytics is available in 8, 12 & 16 MP (4K, 4.5K & 5K) resolutions, which is the industry’s highest single-sensor megapixel camera with self-learning video analytics. The image quality of the H4 Pro camera series is made possible by the Avigilon H4 platform, which combines LightCatcher™ technology for unmatched low-light performance, H.264 compression and the latest edition of its patented High Definition Stream Management (HDSM) technology, HDSM™ 2.0. Avigilon HDSM SmartCodec™ technology optimizes the video stream in real time using automatic ROI encoding to save bandwidth and storage requirements while maintaining image quality.

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H4 Camera Line


with remote focus and zoom control and are ONVIF compliant for no-hassle integration. Embedded with Avigilon self-learning video analytics and Unusual Motion Detection (UMD) technology, H4A cameras are designed to integrate seamlessly with Avigilon Control Center (ACC) video management software and provide object detection and classification capabilities.

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The H4 Multisensor camera line combines Avigilon self-learning video analytics with exceptional coverage, featuring three or four individually-adjustable camera sensors that can be positioned to monitor virtually any area.

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Combining powerful, high-speed tracking with 360-degree coverage, our 1 MP PTZ camera offers 45x zoom while the 2 MP PTZ has a built-in 30x zoom lens for high-quality, detailed images.

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h4 IR PTZ Camera


The Avigilon H4 IR PTZ camera combines a powerful zoom lens with infrared (IR) technology to provide broad coverage and exceptional image quality, even in low-light settings. Choose either 1 MP with 45x zoom or 2 MP with 30x zoom. Both support up to 60 frames per second, and see up to 250 meters (820 feet) in complete darkness. An abrasion-resistant front lens and optional built-in silicone rubber wiper help to ensure clean, undistorted images in challenging weather conditions.

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h4 Thermal camera


The Avigilon H4 Thermal camera is embedded with our self-learning video analytics to provide long-range perimeter protection and leverages thermal technology to operate under challenging conditions while minimizing false alarms.

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h4ES Camera Line


The H4ES Camera line combines high-definition imaging, self-learning video analytics, network video recorder functionality and embedded Avigilon Control Center™ video management software to create an all-in-one video security solution.

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