Urban Inspection

AI framework for intelligent inspection of urban underground pipelines.

A complex network of industrial pipes and valves with a dark, grungy appearance. The metal surfaces are covered in rust and grime, indicating age and disuse.
A complex network of industrial pipes and valves with a dark, grungy appearance. The metal surfaces are covered in rust and grime, indicating age and disuse.
Data Collection

Collect and preprocess multi-source data for analysis.

Large industrial pipes extend through a lush, green forested area. The pipes are rust-colored and black, running parallel to each other along a narrow, cleared path in the dense vegetation. Trees and shrubs surround the area, with a distant structure visible at the far end of the pipes.
Large industrial pipes extend through a lush, green forested area. The pipes are rust-colored and black, running parallel to each other along a narrow, cleared path in the dense vegetation. Trees and shrubs surround the area, with a distant structure visible at the far end of the pipes.
An urban alleyway is filled with industrial piping and ventilation systems. Large metal structures and various tubes are overhead. On the ground level, there are bicycles and an orange traffic cone. The scene is mostly shaded, with light filtering from above.
An urban alleyway is filled with industrial piping and ventilation systems. Large metal structures and various tubes are overhead. On the ground level, there are bicycles and an orange traffic cone. The scene is mostly shaded, with light filtering from above.
A group of four men are working together to install or repair a vertical pipe outdoors. They are holding and adjusting the pipe, which is situated in a narrow concrete trench with some type of machinery at the base. The surrounding environment includes grassy areas, some bushes, and trees. There are cables lying around on the grass, and it appears to be a somewhat overcast day.
A group of four men are working together to install or repair a vertical pipe outdoors. They are holding and adjusting the pipe, which is situated in a narrow concrete trench with some type of machinery at the base. The surrounding environment includes grassy areas, some bushes, and trees. There are cables lying around on the grass, and it appears to be a somewhat overcast day.
Anomaly Detection

Deep learning techniques for pipeline anomaly detection model.

Intelligent Pipeline Inspection

We provide AI-based frameworks for efficient urban underground pipeline inspection and anomaly detection.

A large excavation site with a significant amount of earth removed, revealing a large, corroded metal pipe partially buried under soil. The surroundings are rough and uneven, with scattered construction debris such as wooden planks and cables. The walls of the excavation show distinct layers of soil and dirt.
A large excavation site with a significant amount of earth removed, revealing a large, corroded metal pipe partially buried under soil. The surroundings are rough and uneven, with scattered construction debris such as wooden planks and cables. The walls of the excavation show distinct layers of soil and dirt.
Data Collection Process

Collect and standardize multi-source data for effective analysis and insights.

Anomaly Detection Model

Utilize deep learning techniques to enhance accuracy and efficiency in detection.

Route Optimization

Optimize inspection routes and resource allocation using real-time data analysis.

Contact Us for Intelligent Solutions

Reach out for urban pipeline inspection assistance and collaboration.

Industrial setting featuring large metallic tanks and pipelines, with a central walkway made of metal grating and smaller machinery visible near the floor.
Industrial setting featuring large metallic tanks and pipelines, with a central walkway made of metal grating and smaller machinery visible near the floor.
Framework

AI-driven solutions for urban pipeline inspection.

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