
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.
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.
The value we deliver: How we boost your business
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.
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.
Optimized for edge deployment and flexibility
Enables efficient, on-site tracking with minimal infrastructure, offering customizable solutions for mobile rigs and remote setups.
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.
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.
Optimized for edge deployment and flexibility
Enables efficient, on-site tracking with minimal infrastructure, offering customizable solutions for mobile rigs and remote setups.