Object detection roof Computer Vision Project

Lara Santos

Updated 3 years ago

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Classes (3)
conde
wat_collec_with_drain
wat_collec_without_drain
Description

Here are a few use cases for this project:

  1. Roof Inspection and Maintenance: Professionals can use the "Object detection roof" model to efficiently identify roof conditions such as condensation, water collection with drainage, and water collection without drainage. This information can help in planning and prioritizing maintenance tasks to prevent damage to the building and avoid costly repairs.

  2. Insurance Claim Assessment: Insurance companies can utilize the model to assess the state of a roof and facilitate claim processing for policyholders. By identifying issues like water damage and drainage conditions, insurers can provide more accurate coverage and better insights into the potential risks associated with specific properties.

  3. Real Estate Evaluations: Real estate agents, appraisers, and buyers can use the object detection model to evaluate the condition of a property's roof. This can help in determining the value of the property and potential maintenance costs, allowing for better decision-making during the buying or selling process.

  4. Disaster Relief and Recovery: In the aftermath of a natural disaster, the "Object detection roof" model can help disaster response teams identify damaged roofs in affected areas, prioritize repair efforts, and allocate resources more effectively to ensure a faster recovery process.

  5. Urban Planning and Infrastructure: City planners and local government officials can use the model to assess the conditions of roofs in public housing or other urban areas. This information can contribute to policy development, allocation of funds, and timely maintenance in order to improve living conditions and ensure the safety of occupants.

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{
                            object-detection-roof-wftlj_dataset,
                            title = {  Object detection roof Dataset },
                            type = { Open Source Dataset },
                            author = { Lara Santos },
                            howpublished = { \url{ https://universe.roboflow.com/lara-santos/object-detection-roof-wftlj } },
                            url = { https://universe.roboflow.com/lara-santos/object-detection-roof-wftlj },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { may },
                            note = { visited on 2024-11-24 },
                            }