Cobidding-plumbing-model Object Detection Dataset and Pre-Trained Model by KoBidding

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Explore Dataset

Here are a few use cases for this project:

Renovation and Construction Planning: The model could be beneficial in the planning phase of the renovation or construction projects to accurately identify and locate different plumbing points through analyzing the blueprint, helping in better resource allocation and proactive problem solving.
Maintenance and Repair Services: This model could be used by plumbing service companies for streamlining and enhancing their maintenance and repair operations. They can use the model to inspect the blueprint or pictures of the site and identify potential problem areas before even visiting the site, aiding in precise problem assessment.
Real estate / Property Assessment: This model could help real estate investors, scouts or property assessment officers identify key features about the plumbing infrastructure of properties from their blueprints or photos, aiding in a more objective and accurate valuation of the property.
Insurance Claims Processing: Insurance companies can use this model to process claims related to plumbing issues more efficiently. Instead of relying solely on manual inspectors, these companies could analyze photos of the damage, together with the initial architectural blueprint to verify claims.
Training Purposes: Educational institutions offering course programs in architecture, plumbing or related areas can use this model to train students on correctly identifying elements on blueprints and understanding the interplay between different classes of architectural objects.

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{
                            cobidding-plumbing-model_dataset,
                            title = { Cobidding-plumbing-model Dataset },
                            type = { Open Source Dataset },
                            author = { KoBidding },
                            howpublished = { \url{ https://universe.roboflow.com/kobidding/cobidding-plumbing-model } },
                            url = { https://universe.roboflow.com/kobidding/cobidding-plumbing-model },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-04-25 },
                            }