sateliteGSRL

satelite

Semantic Segmentation

satelite Computer Vision Project

Images

573 images
Explore Dataset

Here are a few use cases for this project:

  1. Urban Planning and Development: Planners and architects can use the satellite computer vision model to comprehensively identify and visualize the layout of roads, sidewalks, lakes, and parks in a neighborhood, thereby assisting in better urban development and design.

  2. Traffic Management and Navigation: The model can be used to create advanced routing maps for GPS systems by easily identifying road and parking layout. Using the detailed classification, navigation apps can offer improved route suggestions considering identified roads, parking lots, and sidewalks.

  3. Real Estate Investment Analysis: Investors and realtors can use this model for evaluating potential properties based on surrounding features such as roads, lakes, pools, tennis courts, etc, which can influence property values.

  4. Environmental Studies & Water Management: Environmental scientists can identify the distribution of water bodies, including lakes and rivers, in specific neighborhoods. This can help in terrain analysis, water resources management, and risk assessment for floods.

  5. Recreational and Tourism Planning: Local governments can use this computer vision model to plan and enhance the recreational and tourism potential of an area. Identification of courts, lakes, pools, roads and parking lots can help them to design better infrastructure for tourists.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            satelite-myxgz_dataset,
                            title = { satelite Dataset },
                            type = { Open Source Dataset },
                            author = { sateliteGSRL },
                            howpublished = { \url{ https://universe.roboflow.com/satelitegsrl-ypqx6/satelite-myxgz } },
                            url = { https://universe.roboflow.com/satelitegsrl-ypqx6/satelite-myxgz },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-06-15 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the satelite project in your project.

Source

sateliteGSRL

Last Updated

a year ago

Project Type

Semantic Segmentation

Subject

road-lake-river

Views: 320

Views in previous 30 days: 13

Downloads: 25

Downloads in previous 30 days: 1

License

MIT

Classes

court lake parking_lot pool road sidewalk yard
vacant_land
547 images
OZU
undamaged-minor-major-destroyed
520 images
123
buildings
2267 images
Walkability
500 images