UK Forks and VUE's AI camera system reduced telehandler safety alerts by over 40%, enhancing site safety and operational efficiency.
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HFR stands for human form recognition. HFR cameras use AI technology built within a camera to 'detect' a human using complex AI algorithms. Once a human is identified by an HFR camera, an alert is then triggered to a driver or operator, providing them with a warning of the risk. Now becoming more popular on construction sites, the cameras provide operators with valuable time to prevent life threatening incidents and make sites safer.

VUE's innovative HFR system is proven to minimise blind spots around vehicles and machines to significantly reduce the number of incidents on site. Ultimately, it protects workers in one of the most dangerous and high-risk industries. MIRA tested, the system has a 97% pass rate and is proven to work in a variety of environments and conditions - an essential requirement for the construction industry. Balfour Beatty approved, the system has been built to improve site safety through proactive action.
To further enhance your fleet operations, you can also access an online solution that links the HFR cameras to a central hub, enabling you to use telematics data and footage to make more informed decisions and enhance your reporting on site safety through near-miss analysis.

An online platform optimised for fast alert review and impactful near-miss analysis, built specifically for operators of plant machinery looking to proactively improve site safety.
Seamless integrations with third parties such as JCB LiveLink

The VUE HFR cameras use innovative human detection technology to identify humans in Amber and Red zones around an operating machine; both sides and the rear.
Cameras cover 360° around a vehicle, with a detection zone coverage of 300°.
The human detection cameras provide a real-time visual and audible alert in-cab to warn the operator of the potential danger. The high-definition image highlights the risk, enabling operators to take the necessary action. An external speaker can also be fitted to warn the individual at risk and increase worker awareness of the operating machine.
As the human form recognition system with AI technology can differentiate between humans and static objects e.g., bricks or scaffolding, this prevents excessive alerting and makes it an accurate solution that workers can trust.
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The Intellisense system uses VUE technology; an AI human form recognition system (HFRS) designed to identify the human form in blind spots around a machine. The HFR cameras can trigger from just a hand or a foot, giving an operator valuable seconds to prevent an incident.
Fully integrated with JCB’s LiveLink platform, fleet managers have a single place to view alerts without the need for manual inspection on-sites.
Learn more about Intellisense here.
UK Forks and VUE's AI camera system reduced telehandler safety alerts by over 40%, enhancing site safety and operational efficiency.
Read More
The Construction Industry Plant Safety Group have launched Good Practice Guidance for use of machine-mounted Human Form Recognition System, such as VUE’s own HFR System.
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The latest HSE 2025 fatality data, highlighting the role of machinery in construction site risks. Here we explain how HFR camera systems help reduce incidents on constructions sites.
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