OpenMV
Shields
Lens
Robotics
Book
Video
Download
Docs
Forum
OpenMV.io
GithubSingTown's intelligent camera system, based on OpenMV, enables automatic identification and classification of black and white ores. Utilising machine vision and image recognition technologies, the system can rapidly distinguish ore colour, surface texture, and morphological features, providing an efficient and intelligent visual solution for mineral processing, industrial analysis, and warehouse management.

In the fields of mineral processing, industrial processing, and warehouse management, the colour and surface characteristics of ores serve as crucial criteria for sorting and processing. Traditional manual identification is inefficient and prone to errors, making it difficult to meet the demands of high-speed, large-scale ore handling.
SingTown Technology's AI smart camera solution, developed on the OpenMV platform, achieves precise identification and classification of black and white ores through machine vision and computer vision technologies.
The system captures real-time images of ore through cameras, and AI algorithms analyse the ore's colour, brightness, texture, and shape characteristics to quickly distinguish between black and white ore. Computer vision technology can handle variations in lighting, surface reflections, and stacking conditions of the ore, ensuring high recognition accuracy and stability.
The recognition results can directly interface with the automated sorting robotic arm, enabling real-time classification and diversion of black and white ores, significantly enhancing processing efficiency. The OpenMV intelligent camera features low power consumption, high frame rates, and a compact form factor, allowing flexible edge deployment on conveyor belts, mineral processing stations, or unmanned inspection equipment to achieve round-the-clock high-speed operation.
SingTown Technology, specialising in edge AI, machine vision, and image recognition technologies, enables intelligent cameras not only to "see" ores but also to carry out intelligent analysis and classification. It delivers reliable and intelligent embedded vision solutions for mining, industrial processing, and warehouse management, boosting production efficiency and management precision.

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 timely alerts.

Personnel crossing boundary triggers an alert—OpenMV defines the “sense of safety boundary”
Detects personnel or equipment crossing virtual perimeter lines.

“AI Urban Management Officer” is here—a system for automatic identification of unauthorised street vending, built on OpenMV
Automatically identifies unauthorised street trading 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 potential gas safety hazards.

Did you perform live-line work without wearing insulating gloves? OpenMV issues an immediate 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 surface defects on aluminium sheets, such as scratches and dents, to support quality control.