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GithubSingTown Technology's intelligent camera system, based on OpenMV, can be installed on field weeding machines to achieve intelligent recognition and tracking of working and non-working areas. Utilizing AI and machine vision algorithms, the system distinguishes crops from weeds, precisely controls weeding paths to avoid damaging crops, and provides an efficient, intelligent visual navigation solution for modern agricultural automation.

In modern agriculture, precise and automated weeding is key to enhancing field operation efficiency. Traditional weeding machines rely on manual operation or fixed-path operation, making it difficult to accurately distinguish between crops and weeds, leading to mis-removal or missed removal.
SingTown Technology's AI smart camera solution based on the OpenMV platform integrates machine vision and image recognition technologies, enabling autonomous identification and path tracking for lawn mowers in the field.
The system captures real-time surface images via cameras. AI algorithms analyze the color, morphology, and texture characteristics of vegetation to accurately distinguish green grass in the operational area. It automatically guides the lawn mower to adjust its route, precisely avoiding crops and focusing on clearing weeds, thereby achieving efficient and safe weeding operations. Even in environments with varying light conditions, significant soil color differences, or dense crops, the system maintains stable recognition.
OpenMV智能摄像头具备高帧率、低功耗与小体积优势,可边缘部署于除草机头部或底盘,无需联网或依赖外部服务器即可实现稳定的实时检测与反馈控制。
SingTown Technology is empowering smart agriculture with on-device AI and embedded vision technologies, enabling weeding machines not only to "move autonomously" but also to "identify intelligently." This solution is widely applied in fields such as smart agriculture, unmanned agricultural machinery, and precision farming, facilitating the implementation of automated and precise operations.

AI Sentinel Based on OpenMV: Automatic Alert for Unlocked Key Locations
Automatically determines whether the door of a key location has remained open for an extended period and issues a timely alert.

Personnel crossing the boundary triggers an alarm; OpenMV interprets the “sense of security boundary”
Detecting personnel or equipment crossing virtual perimeter lines.

“AI Urban Management” is here—an automatic street vending detection system built on OpenMV
Automatically identifies illegal street vending activities to support daily urban governance.

Improper placement of gas cylinders? Use OpenMV to automatically trigger hazard alerts
Automatically identifies non-compliant placement positions of gas cylinders to detect potential gas safety hazards in advance.

Did you perform live-line work without wearing insulating gloves? OpenMV will immediately issue an alert!
Automatically identifies whether workers are wearing insulating gloves to assist in safe operations.

Real-time detection of surface defects on aluminum plates using the OpenMV smart camera
Online identification of defects on aluminum plate surfaces, such as scratches and dents, to support quality control.