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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 operational and non-operational areas. Through AI and machine vision algorithms, the system distinguishes crops from weeds, precisely controls weeding paths, avoids accidental damage to 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 technology, enabling autonomous identification and path tracking for lawn mowers in the field.
The system captures real-time surface images through the camera. AI algorithms analyze the color, morphology, and texture characteristics of vegetation to accurately distinguish green grass in the operational area. It automatically guides the weeder to adjust its driving route, precisely avoiding crops and focusing on clearing weeds, 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.
The SingTown intelligent camera features high frame rate, low power consumption, and compact size, enabling edge deployment on the head or chassis of a lawn mower. It achieves stable real-time detection and feedback control without requiring internet connectivity or reliance on external servers.
SingTown Technology is empowering smart agriculture with edge AI and embedded vision technology, enabling weeding machines not only to "move autonomously" but also to "identify intelligently." This solution is widely applied in areas 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 Unsecured Key Locations
Automatically detects whether the door of a key location has remained open for an extended period and promptly issues an alert.

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

“AI City Management” is Here: An Automated Vending-Obstruction Detection System Built on OpenMV
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Automatically identifies unauthorized placements of gas cylinders to proactively detect gas-related safety hazards.

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

Utilizes the OpenMV smart camera to detect surface defects on aluminum plates in real time
Online detection of defects on aluminum plate surfaces—such as scratches and dents—to support quality control.