As the freight and haulage sector continues to strengthen vehicle safety standards, Human Form Recognition (HFR) technology is becoming an increasingly important consideration for fleet operators seeking to reduce collision risks.
HGVs frequently operate in environments where pedestrians, cyclists, loading staff and customers are present, making blind spot management and driver support a critical challenge for operators.
Many transport businesses are now looking for practical ways to introduce Human Form Recognition technology without replacing existing camera systems across large fleets.
Jordan Marshall, Brigade’s UK marketing manager, says:
“Human Form Recognition is becoming an increasingly important consideration for operators looking to improve safety around vehicles and equipment… As the industry continues to strengthen its safety expectations, many operators are looking for practical ways to prepare for these evolving requirements without the disruption and cost of replacing entire camera systems… This is where Brigade’s new AI HFR Box comes in as a cost-effective, practical and sustainable solution for upgrading existing systems to HFR.
Brigade’s recently launched AI HFR Box enables fleets to upgrade existing safety camera systems with AI-powered Human Form Recognition technology, allowing operators to retain their current camera infrastructure while adding intelligent people detection capabilities.
This retrofit approach offers significant advantages for operators, particularly for those managing large numbers of vehicles already equipped with safety cameras.
By avoiding the need to remove and replace functioning hardware, businesses can reduce installation costs, minimise vehicle downtime and extend the lifespan of existing safety systems, helping support both financial and environmental objectives.
The approach also aligns with the industry’s growing focus on sustainability, circular economy principles and reducing unnecessary electronic waste across fleet operations.
Jordan continued:
The Brigade AI HFR Box provides a more cost-effective and sustainable route to introducing Human Form Recognition technology because it allows operators to upgrade existing safety cameras with AI capability rather than starting from scratch. That means less downtime, less waste and a more accessible way for fleets to improve safety standards across their operations.
The system uses AI-powered analysis to identify human forms around vehicles and provide real-time visual and audible alerts to drivers, helping reduce the risk of collisions in high-risk environments where visibility can often be limited.
Designed for demanding operational conditions, the system supports drivers where interactions between vehicles and pedestrians are common.
As the industry continues to prioritise safety, retrofit Human Form Recognition technology is expected to become an increasingly valuable tool for helping future-proof fleets while supporting both safety and sustainability targets.
The post Transport safety: don’t replace, but upgrade appeared first on Logistics Business.
