AI in video analytics for video surveillance uses different programs for computer software. These programs analyse the data from surveillance cameras for recognizing objects and events. Artificial intelligence utilises deep learning and objection detection to provide logic into analysing large quantities of data impossible for humans.
Harvs International Sdn Bhd. has an integrated approach for advanced video analytics, including innovative algorithms such as YOLO, and AI-based systems like deep learning and object detection.
Object Detection and Deep Learning in Video Analytics
The Harvs International Sdn Bhd. offers exceptional services that provide Video Analytics solutions regarding deep learning and object detection using You Only Look Once, a representative algorithm, also known as YOLO. It assists in separating the original graphic into multiple grids of equal size.
The bounding boxes are present in a predefined quantity and shape, which centered on each grid. We use a prediction classifier having an Object Confidence Score. The object detection score analyses the grid.
We at Harvs International Sdn Bhd. use AI in video analytics on the basis of Region Proposal Network. It processes windows containing any object in the grids. The algorithm reassesses all the feature maps present in every window. Moreover, it readjusts the size and also reanalyses the probability of the class with a precise bounding box for any object.
Advanced video analytics, which is supported through AI, allows recognition, indexing, object extraction, and classification. That way, it becomes easy to search the video and take action on the video. It allows the operators of a video system for reviewing a long video in a short time. It also enables the identification of different objects and people for extracting an optimum value required for the productivity, security, and safety.
Harvs International leverages the latest AI technology to instantaneously alert clients of intruder alerts, object/traffic management, traffic flow, analytical retail advice, and much more. Nothing is as powerful today in the age of information, and we believe that if businesses and organisations are not utilising this technology, they will be left behind. Feel free to contact us to find out how we can exceed your expectations.