OpenMV
Shields
Lens
Robotics
Book
Video
Download
Docs
Forum
OpenMV.io
GithubSingTown's OpenMV-based intelligent camera system enables automatic identification of water bottles on beaches. Utilising AI image recognition and machine vision technology, the system accurately detects targets such as plastic bottles and mineral water bottles in beach environments, providing intelligent, real-time monitoring and analysis solutions for environmental protection, waste cleanup, and public space management.

At public beaches and outdoor environments, the timely detection of plastic waste such as water bottles is a crucial aspect of environmental protection and cleanliness management. However, relying solely on traditional manual inspections is inefficient and prone to overlooking small debris. To address this, SingTown Technology has introduced an AI smart camera solution based on the OpenMV platform, which utilises machine vision and computer vision technologies to achieve high-precision automatic recognition of water bottles on beaches.
The system captures real-time beach images through cameras, and AI algorithms analyse the target's shape, colour, and texture features to accurately identify plastic water bottles, mineral water bottles, and other similar containers. The image recognition technology can handle light reflections, sand occlusion, and complex background interference, ensuring stable and reliable detection results.
The recognition results can directly trigger the cleaning robotic arm or provide visual monitoring data, enabling rapid response and automated cleaning. The OpenMV smart camera features low power consumption, compact size, and high frame rate, offering the advantage of edge deployment. It can be flexibly integrated into unmanned inspection robots, fixed monitoring points, or mobile cleaning platforms, achieving round-the-clock real-time monitoring without relying on cloud services or external computers.
SingTown Technology, with a focus on edge AI, machine vision, and image recognition technologies, enables smart cameras not only to detect water bottles but also to analyse environmental conditions in real time. It provides efficient, reliable, and intelligent embedded vision solutions for smart environmental protection, public space management, and waste cleanup.

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 issues a timely alert.

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

“AI Municipal Enforcement” is here: an automated unauthorised trading detection system built on OpenMV
Automatically identifies illegal street vending activities to support daily urban governance.

Improper storage of gas cylinders? Use OpenMV to automatically trigger hazard alerts
Automatically identifies non-compliant placement of gas cylinders to proactively detect gas-related safety hazards.

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

Utilise the OpenMV smart camera to identify surface defects on aluminium plates in real time
Online identification of defects such as scratches and dents on aluminium plate surfaces to support quality control.