No longer mistaking small dogs for electric vehicles, SingTown Technology introduces an AI visual electric vehicle recognition system.

SingTown Technology's intelligent camera solution based on OpenMV enables the screening of large vehicle flows and accurate identification of electric vehicles in complex real-road environments. Leveraging AI and machine vision algorithms, the system can distinguish electric vehicles from motor vehicles, pedestrians, and other targets, outputting position, speed, and trajectory information to provide reliable visual perception capabilities for traffic management, intersection enforcement, and safety warnings.

In the real-world scenario of urban roads, automatically identifying electric vehicles poses a challenge: electric vehicles are small in size, change speed and direction rapidly, and the difficulties of dense traffic flow, severe occlusions, and complex variations in lighting and weather conditions further increase the difficulty of recognition.

SingTown Technology don propose one innovative solution: one intelligent camera wey dey based on OpenMV platform, wey dey use lightweight AI and computer vision models wey dem specifically train for di contour, handlebar features, body proportions, and motion patterns of electric vehicles to achieve highly robust detection and classification of electric vehicle targets.

The system employs a strategy combining multi-scale detection and temporal tracking: first, suspicious two-wheeled targets are localized in single-frame images through image recognition algorithms, followed by further verification of target identities using inter-frame motion information and trajectory association, thereby effectively reducing the probability of false alarms. To address real-world road conditions, the algorithm incorporates occlusion compensation, backlight compensation, and speed-adaptive thresholds, ensuring stable recognition even in complex environments such as daytime, nighttime, and rain or snow.

The OpenMV intelligent camera fit deploy for junction, flyover, or road side pole. Through many device collaboration, e dey achieve cross-view target re-identification and trajectory stitching, e dey output structured data like electric motor traffic statistics, illegal reverse driving, or illegal parking alert. The system support edge deployment, where recognition results fit process locally through edge AI to protect confidentiality and privacy. E fit also interface with traffic management platform for signal optimization, law enforcement evidence collection, or traffic flow analysis.

Leveraging SingTown Technology's expertise in machine vision and AI, the OpenMV smart camera offers a lightweight, scalable, and highly practical embedded visual recognition solution for electric vehicles in urban traffic, contributing to enhanced road safety and management efficiency.