building-facade-segmentation-original

Semantic Segmentation

building-facade-segmentation-original Computer Vision Project

Building Facade

Updated 2 years ago

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Classes (10)
balcony-fence
car
facade
fence
non-building-infrastructure
shop
street
traffic-infrastructure
vegetation window
Description

Here are a few use cases for this project:

  1. Urban Planning and Development: By using the "building-facade-segmentation" model, city planners can identify different facade elements in buildings for better urban planning and enhance the efficiency of developing new infrastructure.

  2. Real Estate Analysis: This model can be used to analyze and categorize property exteriors for real estate purposes, helping to provide potential buyers and sellers with detailed visual information about building features and surrounding environments.

  3. Historical Building Preservation: The model can be employed to identify and document architectural features of historical sites, buildings, and monuments for preservation and renovation purposes.

  4. Retail Storefront Analysis: By segmenting facade features such as shop windows and storefronts, the model can help businesses assess their physical presence and visibility, enabling them to optimize their marketing strategies and store layouts.

  5. Smart City Applications: This model, combined with other sensors and data, can aid in developing services for smart cities, such as improving parking management, optimizing green spaces, and monitoring traffic infrastructure.

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{
                            building-facade-segmentation-original_dataset,
                            title = { building-facade-segmentation-original Dataset },
                            type = { Open Source Dataset },
                            author = { Building Facade },
                            howpublished = { \url{ https://universe.roboflow.com/building-facade/building-facade-segmentation-original } },
                            url = { https://universe.roboflow.com/building-facade/building-facade-segmentation-original },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-11-17 },
                            }