faisal ahmed

gis_dataset

Object Detection

gis_dataset Computer Vision Project

Images

546 images
Explore Dataset

Here are a few use cases for this project:

  1. Urban Planning: Public entities such as urban planning departments could utilize this computer vision model to get a better understanding of urban environments, the distribution of land cover classes, and to plan future development.

  2. Agricultural Optimization: Farmers and agricultural businesses could use the model to determine optimal crop placement based on available barren land, proximity to rivers for irrigation, and avoidance of residential regions.

  3. Environmental Conservation: Conservation organizations could use it to identify forest and rangeland areas, monitor these regions over time and track changes due to industrial development or natural phenomena like deforestation.

  4. Traffic Management: Transportation departments could leverage the model to analyze the layout of current highways and residential areas, generating data that aids in the planning of future infrastructure or the improvement of current ones.

  5. Real Estate and Business Planning: Real estate companies could use the model to identify residential and industrial areas for investment opportunities. Likewise, businesses could use it for strategic placement of new branches or stores based on the land cover classes.

Cite This Project

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

@misc{
                            gis_dataset_dataset,
                            title = { gis_dataset Dataset },
                            type = { Open Source Dataset },
                            author = { faisal ahmed },
                            howpublished = { \url{ https://universe.roboflow.com/faisal-ahmed/gis_dataset } },
                            url = { https://universe.roboflow.com/faisal-ahmed/gis_dataset },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-03-29 },
                            }
                        

Connect Your Model With Program Logic

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

Source

faisal ahmed

Maintainer

faisal ahmed

Last Updated

a year ago

Project Type

Object Detection

Subject

land-cover

Views: 329

Views in previous 30 days: 2

Downloads: 26

Downloads in previous 30 days: 0

License

Public Domain

Classes

Highway Industry Orchard Rangeland River barren land crop forest residential
s
zz
516 images
pylons-substation-powerstation
1831 images
fyp
poverty
508 images
fyp
sparse
508 images
tree
43 images