pools Instance Segmentation Dataset and Pre-Trained Model by Idan Kideckel

Images

391 images

Explore Dataset

Here are a few use cases for this project:

Home and Garden Websites: This model could be utilized by home improvement, real estate and gardening websites for image categorization. It can help in distinguishing images of outdoor spaces with pools from those without, improving search functionality and personalization of content based on user preference.
Swimming Pool Installation and Maintenance Business: The model can be employed by these businesses to identify different types of pools from customer-shared images. This could help in providing accurate estimates for installation or maintenance services.
Augmented Reality (AR) Apps: This model could be integrated in AR apps for landscaping or home improvement. Users can visualize how different types of pools might look in their outdoor spaces.
Municipal Planning: Local governments or urban planners could use the model to identify houses with pools in aerial or street view images. This could assist in accurate planning for water usage or safety regulations enforcement.
Residential Insurance: Insurance companies could use the model to identify pools from aerial property images. This could contribute to more accurate underwriting of policies by understanding accompanying risks and liabilities.

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{
                            pools-axocu_dataset,
                            title = { pools Dataset },
                            type = { Open Source Dataset },
                            author = { Idan Kideckel },
                            howpublished = { \url{ https://universe.roboflow.com/idan-kideckel-67kqi/pools-axocu } },
                            url = { https://universe.roboflow.com/idan-kideckel-67kqi/pools-axocu },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-04-28 },
                            }