Tube Object Detection

Object Detection

Roboflow Universe Tube Tube Object Detection

Tube Object Detection Computer Vision Project


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Here are a few use cases for this project:

  1. Pipeline monitoring and maintenance: Use the Tube Object Detection model to identify defects in underwater or underground pipelines, enabling timely detection of water leaks, rust, cracks, or other damage, and ensuring prompt repairs.

  2. Quality control in manufacturing process: Incorporate the model into the production line of tubes or pipelines, detecting defects in real-time to minimize wastage and improve overall product quality.

  3. Healthcare applications: Employ the Tube Object Detection model to analyze medical tubing used in hospitals or research facilities. By identifying defects, it will help ensure the safe and efficient administration of intravenous fluids, patient monitoring, and medical device operation.

  4. HVAC system inspection: Utilize the model to inspect and maintain heating, ventilation, and air conditioning (HVAC) systems. Early detection of defects in tubes or ducts will help prevent water damage, improve energy efficiency, and prolong the service life of the equipment.

  5. Structural integrity assessment: Use the Tube Object Detection model to detect defects in support structures (e.g. bridges, buildings) that are based on tube architecture. Early identification of potential vulnerabilities will contribute to public safety and reduce the costs associated with structural failures.

Cite this Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ tube-object-detection_dataset,
    title = { Tube Object Detection Dataset },
    type = { Open Source Dataset },
    author = { Tube },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { feb },
    note = { visited on 2023-11-29 },

Find utilities and guides to help you start using the Tube Object Detection project in your project.



Last Updated

2 years ago

Project Type

Object Detection




Defects, Water

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CC BY 4.0