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USE CASE

AI-driven subject tracking with PTZ cameras for live events and surveillance

In modern live broadcasting and video surveillance, operators struggle to keep moving subjects framed when using traditional PTZ (Pan-Tilt-Zoom) cameras in dynamic environments such as lecture halls, theaters, or public spaces. An AI-driven subject tracking solution can autonomously detect and follow speakers, performers, or persons of interest, reducing reliance on manual control and ensuring consistent coverage.

By integrating real-time subject tracking with PTZ hardware, this technology maintains consistent coverage even when subjects move unpredictably. Recent breakthroughs in low-latency edge computing make it possible to deploy this system on-site for both live event production and security surveillance, delivering precise and reliable tracking without additional operators.

Recent low-latency edge computing advancements make precise subject tracking feasible for both live production and surveillance.

Conceptual Design

How AI enables smooth multi-target PTZ camera control

Our smart PTZ camera control solution combines real-time multi-target tracking with precise pan, tilt, and zoom control to keep your subjects in view at all times. Integrated via a GStreamer pipeline and deployed directly on-site, the system processes live video feeds to detect and assign bounding boxes to selected targets.

A bidirectional PTZ interface translates bounding box movement into smooth pan, tilt, and zoom commands, ensuring seamless tracking without abrupt or jerky transitions. Equipped with re-identification capabilities, the tracking module can handle occlusion and rapid movement and re-acquire targets even after they leave and re-enter the frame.

OUR VALUE PROPOSITION

The value we deliver: How we boost your business

value-1

Reduced effort and operational load

Minimizes manual intervention and streamlines operations, enabling more efficient workflows and reducing the need for dedicated resources in live production or surveillance.

value-2

Consistent framing and product quality

Delivers precise, professional-level shot composition with high-quality tracking of moving subjects, ensuring optimal visual clarity in live events and surveillance.

value-3

Optimized for edge deployment and flexibility

Enables efficient, on-site tracking with minimal infrastructure, offering customizable solutions for mobile rigs and remote setups.