dent detection 4 Computer Vision Project

LiveCheck

Updated a year ago

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17

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Classes (5)
Broken
major-dent
major-scratches
minor-dent
minor-scratches
Description

Here are a few use cases for this project:

  1. Automobile Repair and Maintenance: The model could be used by car repair and maintenance companies to automate the process of identifying and categorizing damage for repairing or insurance estimation purposes.

  2. Used Car Marketplace: For online used car platforms, this model could pre-check all listed vehicles for dents and scratches and provide potential buyers with accurate damage reports, increasing transparency and trust in the platform.

  3. Car Rental Services: Rental companies could use it to automatically identify and document any new damage before and after each rental, facilitating damage claims and avoiding disputes.

  4. Insurance Claims Processing: Insurance companies could leverage this model to automate and speed up the damage assessment process, improving the accuracy of claim estimates and speeding up the payout process.

  5. Transportation Services: Public transit companies or truck fleetworks could use it for regular maintenance checks to spot minor damage before it becomes a serious issue. It could also help to identify incidents or accidents leading to major damage for immediate repair.

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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{
                            dent-detection-4_dataset,
                            title = { dent detection 4 Dataset },
                            type = { Open Source Dataset },
                            author = { LiveCheck },
                            howpublished = { \url{ https://universe.roboflow.com/livecheck/dent-detection-4 } },
                            url = { https://universe.roboflow.com/livecheck/dent-detection-4 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jul },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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