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Global building footprints​ in Cambodia

According to Bing Maps, the global building footprints around the world have been detected in 776,712,641 building footprint polygon geometries between 2014 and 2021 including Maxar and Airbus imagery. The dataset in line delimited GeoJSON format is freely available for download and uses under Open Data Commons Open Database License (ODbl) by Microsoft and coordinate reference system as EPSG: 4326. This released underlying data from Microsoft has a continued interest in supporting a thriving OpenStreetMap ecosystem and creating the data in two stages: 1/ Semantic segmentation-Recognizing building pixels on an aerial image under deep neural networks (DNNs) and 2/ Polygonization- Converting building pixel detections into polygons. With evaluation set metrics, buildings are computed on a set of building polygon labels for each region and matched metrics in the following precision: Africa 94.4%, Caribbean 92.2%, Central Asia 97.17%, Europe 94.3%, Middle East 95.7%, South America 95.4%, and South Asia 94.8%. However, the recall evaluation, there are Africa 70.9%, Caribbean 76.8%, Central Asia 79.47%, Europe 85.9%, Middle East 85.4%, South America 78%, and South Asia 76.7%. The source also states with measuring the quality of matched building polygons in intersection over Union and dominant angle rotation error.

In Cambodia, dataset count in building is with 3,874,425 and available to download via https://minedbuildings.blob.core.windows.net/global-buildings/2022-05-02/Cambodia.zip.

Data Resources (2)

Data Resource Preview - Building footprints in Cambodia

Thông tin khác

Miền Giá trị
Loại chủ đề của bộ dữ liệu
  • Environment and natural resources
  • Open technologies
  • Rural water supply
  • Urban development trends
Ngôn ngữ
  • Tiếng Anh
Hạn chế truy cập và sử dụng By accessing this website or database, users agree to take full responsibility for reliance on any site information provided and to hold harmless and waive any and all liability against individuals or entities associated with its development, form and content for any loss, harm or damage suffered as a result of its use.
Ngày tham chiếu của bộ dữ liệu 23 tháng 4, 2022
Cơ sở dữ liệu dịa lý
  • Campuchia
Các tọa độ ranh giới phía Tây 102.54859870122804
Các tọa độ ranh giới phía Đông. 107.38900215119163
Các tọa độ ranh giới phía Nam. 10.496327885971324
Các tọa độ ranh giới phía Bắc. 14.344214200747942
Hệ tham chiếu không gian WGS 84 (EPSG:4326) (CRS:84)
Độ chính xác định vị Building footprint polygon geometries located around the world in line delimited GeoJSON format. The observation of Siem Reap province seems to be missing data due to data processing from original source.
Độ chính xác thuộc tính There are no known issues with attribute accuracy.
Tính nhất quán logic There are no known issues with logical consistency.
(Các) quy trình thu thập và xử lý dữ liệu The data format​ is in GEOJSON format and obtained from https://github.com/microsoft/GlobalMLBuildingFootprints/blob/main/README.md
(Các) nguồn The data is derived from https://github.com/microsoft/GlobalMLBuildingFootprints/blob/main/README.md
Liên hệ The Microsoft Open Source Email: opencode@microsoft.com
Thông tin người tạo Metadata. Metadata last updated on 2022-05-31. For inquiries contact: Open Development Cambodia, Email: contact@opendevcam.net, Website: http://www.opendevcam.net Address: 23B St. 606, Phnom Penh, Cambodia
Giấy phép Creative Commons Attribution Share-Alike
Bản quyền Yes
Phiên bản 1
Các từ khóa Building footprints
Ngày đăng tải tháng 5 26, 2022, 03:18 (UTC)
Ngày chỉnh sửa, cập nhật tháng 6 1, 2022, 09:52 (UTC)