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GithubSingTown Technology's AI intelligent camera system based on OpenMV can be applied to large autonomous vehicles for identifying the positions of high-voltage cables laid on the ground and automatically planning driving routes. Through machine vision and image recognition algorithms, the system can accurately detect cable paths in uneven ground environments, enabling vehicles to automatically organize or maintain along the cables, achieving intelligent, low-power autonomous navigation and operational control.

In large engineering vehicles, mining area transport vehicles, and automated maintenance operations, ground cable management is a tedious and high-risk task. SingTown Technology's AI smart camera solution, based on the OpenMV platform, integrates machine vision and image recognition technology to achieve automatic identification and path following of high-voltage cables on the ground.
This embedded vision solution captures real-time images of the ground ahead of the vehicle via a camera. Its on-device AI algorithm accurately identifies the position and direction of cables by analyzing color, texture, and edge features. The system operates stably under complex lighting conditions, uneven terrain, and environments with obstacles such as stones or pits, automatically filtering background interference and dynamically correcting the recognition path.
Once the cable trajectory is determined, the vehicle's navigation system can adjust its direction and speed in real time based on the recognition results, automatically moving along the cable to achieve integrated "recognition-following-organization" operations. Users can also customize models to train the system to recognize cables of different colors, materials, or thicknesses, adapting to multi-scenario task requirements.
This solution features a compact structure, rapid response, and extremely low power consumption, enabling seamless integration with autonomous driving control systems. Thanks to edge deployment, cable maintenance efforts are significantly simplified.
SingTown Technology leverages the high-efficiency visual computing capabilities of the OpenMV smart camera to equip autonomous cable channel inspection vehicles with reliable visual navigation and operational abilities. This enables AI to accurately "see" and operate efficiently in complex terrains.

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