Roboflow Universe detection system Humps/Bumps & Potholes Detection

Humps/Bumps & Potholes Detection Computer Vision Project


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Here are a few use cases for this project:

  1. Autonomous Driving: This model can be utilized in self-driving car technology to provide efficient navigation. The system can detect bumps, humps and potholes on the road ahead, allowing the vehicle to anticipate and adjust its path or speed before reaching such obstacles.

  2. Road Maintenance: Municipal corporations and government bodies can use this system to identify regions with degraded roadways. This can help improve road maintenance efficiency by allowing rapid and accurate detection of potholes that need to be repaired.

  3. Augmentation for GPS and Navigation Apps: Navigation apps like Google Maps and Waze can use this model to offer more detailed and safer route recommendations. For instance, a route may be marked as less preferable if it contains numerous detected bumps or potholes.

  4. Driving Safety Applications: The model can be integrated with driving safety apps to send real-time alerts to drivers for upcoming bumps or potholes, helping to prevent possible accidents.

  5. Fleet Management: For companies that manage a fleet of vehicles, using this model can help monitor road conditions. It can prevent damages and breakdowns caused by such road obstacles, saving on maintenance and repair costs.

Cite This Project

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

                            title = { Humps/Bumps & Potholes Detection Dataset },
                            type = { Open Source Dataset },
                            author = { detection system },
                            howpublished = { \url{ } },
                            url = { },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-07-11 },

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Last Updated

a year ago

Project Type

Object Detection



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CC BY 4.0


Pothole Speed Bump