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concrete surface crack detection using yolov5 model

Object Detection
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concrete surface crack detection using yolov5 model Computer Vision Project

vijayalakshmi

Updated a year ago

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Object Detection Model yolov8s yolov8 snap
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concrete-crack

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Description

Here are a few use cases for this project:

  1. Infrastructure Inspections and Maintenance: Structural engineers and maintenance teams could use this model to detect cracks in bridges, roads, and buildings, helping to prioritize maintenance tasks and potentially prevent structural failures.

  2. Safety Inspections in Construction Industry: Firms could integrate the model into an app/software to assist site inspectors in assessing concrete quality in new construction projects, ensuring adherence to safety standards.

  3. Drone-based Inspection Services: The model could be incorporated into the software of drones used for industrial or commercial inspections. This would make it easy to survey large or hard-to-reach areas for concrete cracks, such as dams, skyscrapers or tunnels.

  4. Automated Home Inspection Services: Businesses providing home buyer's pre-purchase inspections could use it to reliably detect any structural issues in the properties, giving their customers detailed and accurate information about the property's condition.

  5. Disaster Damage Assessment: The model could be used by rescue teams or insurance adjusters to assess damage after disasters such as earthquakes or storms, helping them to quickly identify structures that might be in danger of collapsing.

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LICENSE
CC BY 4.0

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

                        @misc{
                            concrete-surface-crack-detection-using-yolov5-model_dataset,
                            title = { concrete surface crack detection using yolov5 model Dataset },
                            type = { Open Source Dataset },
                            author = { vijayalakshmi },
                            howpublished = { \url{ https://universe.roboflow.com/vijayalakshmi-2yshx/concrete-surface-crack-detection-using-yolov5-model } },
                            url = { https://universe.roboflow.com/vijayalakshmi-2yshx/concrete-surface-crack-detection-using-yolov5-model },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-12-18 },
                            }

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