Afshar-TerminalJonoob-1 Computer Vision Project

Thesis

Updated 2 years ago

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Classes (4)
corrugation-high
corrugation-low
rutting-high
rutting-low
Description

Here are a few use cases for this project:

  1. Road Maintenance and Repair Planning: Local governments and transportation agencies can use the Afshar-TerminalJonoob-1 model to monitor road conditions and prioritize maintenance efforts based on the severity of pavement distresses. This can help optimize budget allocation and improve road safety.

  2. Infrastructure Assessment and Monitoring: Civil engineering firms and construction companies can use the model to assess the quality of their projects or the condition of existing infrastructure. It can also be utilized for regular monitoring of pavement conditions to proactively identify issues and schedule repairs.

  3. Traffic Management and Safety Analysis: By identifying high-risk areas where pavement-distresses are more severe, traffic management centers can adjust traffic flow patterns, reduce speed limits, or implement other safety measures to minimize accidents and enhance road safety.

  4. Autonomous Vehicle Navigation: Autonomous vehicle systems can utilize the Afshar-TerminalJonoob-1 model to detect various pavement-distress classes and adjust their driving algorithms accordingly. This can improve the vehicle's ability to navigate roads with different levels of distress and maintain a smoother, safer driving experience.

  5. Pavement Material Research: Researchers and material scientists can use the model to study the effectiveness and longevity of different pavement materials or designs under various conditions. This can inform the development of more durable and cost-effective pavement solutions that result in better road conditions and reduced maintenance costs.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            afshar-terminaljonoob-1-7he19_dataset,
                            title = { Afshar-TerminalJonoob-1 Dataset },
                            type = { Open Source Dataset },
                            author = { Thesis },
                            howpublished = { \url{ https://universe.roboflow.com/thesis-vgvk0/afshar-terminaljonoob-1-7he19 } },
                            url = { https://universe.roboflow.com/thesis-vgvk0/afshar-terminaljonoob-1-7he19 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jan },
                            note = { visited on 2024-11-23 },
                            }
                        
                    

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