Bare soil pile and dust-proof net coverage status recognition can be handled by OpenMV

Exposed soil piles are one of the most common and recurrent issues in dust control. Manual inspections cannot provide round-the-clock coverage, and violations frequently occur during inspection intervals. OpenMV enables continuous and traceable supervision through visual monitoring.

Exposed soil piles at construction sites, road renovation projects, and temporary soil storage areas—where dust suppression nets are not applied as required—are one of the primary sources of dust pollution and a key focus of routine environmental supervision and law enforcement inspections. Particularly under windy conditions or at construction sites with frequent vehicle entry and exit, exposed soil is highly prone to generating secondary dust, significantly affecting ambient air quality and residents’ daily life.

Traditional environmental protection supervision methods primarily rely on manual inspections or unscheduled sampling checks, resulting in intermittent oversight and practical limitations imposed by personnel availability, time costs, and inspection coverage. Once violations occur between inspection intervals, they are often difficult to detect promptly, and issues such as incomplete evidence collection and challenges in continuously tracking rectification processes also persist.

By deploying SingTown’s OpenMV intelligent camera, continuous and automated visual monitoring of soil stockpile areas at construction sites can be achieved. Once the camera is securely installed at an appropriate height and angle, it operates stably over the long term, continuously capturing on-site images to provide objective and uninterrupted data for environmental supervision.

OpenMV runs color recognition, texture feature analysis, and regional rule judgment algorithms in real time on the camera edge device, effectively distinguishing between exposed soil surfaces and dust-proof net coverage. By identifying the dust-proof net’s distinctive color distribution, mesh texture, and coverage integrity, the system determines whether stockpiled soil has been covered as required, thereby accurately differentiating between “compliant” and “non-compliant” states.

By integrating pre-defined rules for key regulatory zones, OpenMV can automatically determine whether critical soil stockpile locations are exposed. Upon detecting abnormal conditions such as uncovered or incompletely covered areas, the system instantly outputs recognition results at the edge device, triggering local alerts or uploading violation information along with timestamps to the regulatory platform to enable rapid response and traceable management.

Environmental supervision that is available around the clock, quantifiable, and traceable—without requiring frequent manual inspections. Leveraging OpenMV’s low-cost, low-power, and easy-to-deploy edge-computing capabilities, this solution can be scaled across multiple construction sites simultaneously, significantly enhancing both the coverage and execution efficiency of dust-control measures, thereby providing reliable technical support for intelligent construction sites and refined environmental supervision.