Object Detection

Damages Computer Vision Project

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Here are a few use cases for this project:

  1. Disaster Assessment: The "Damages" model can be used by disaster response teams to rapidly assess the extent of damages to residential houses after natural disasters like hurricanes, earthquakes, or wildfires. The model can help streamline the process of determining what needs to be repaired or replaced, enabling faster recovery.

  2. Insurance Claims Processing: Insurance companies can use the model to automate the process of claims processing. By analyzing aerial images or drone footage of the insured properties, the model can help identify damage, thus providing a quicker, more objective, and accurate assessment that may streamline claim processing.

  3. Home Inspection: Real estate companies or buyers can use the 'Damages' model to carry out preliminary property inspections. They can identify issues such as roof damage or tile damage, facilitating important decision-making processes and negotiations.

  4. Maintenance Planning: Home maintenance services could use this model to schedule roof repairs or replacements. By continuously monitoring the roof conditions, companies can predict when maintenance is required and take proactive measures.

  5. City Planning and Development: City planners and development agencies can use this model to plan improvements or maintenance of urban areas. With aerial views of neighbourhoods, they can identify areas with most damage and prioritize them for redevelopment.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite this Project

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

@misc{ damages-svll3_dataset,
    title = { Damages Dataset },
    type = { Open Source Dataset },
    author = { Capstone2 },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { nov },
    note = { visited on 2023-12-01 },

Find utilities and guides to help you start using the Damages project in your project.



Last Updated

a year ago

Project Type

Object Detection




Damage, Not Damage, Tile Damage

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CC BY 4.0