Datasets
Open Access
A dataset for detecting buildings, containers, and cranes in satellite images

- Citation Author(s):
- Submitted by:
- Hiroyuki Miyazaki
- Last updated:
- Tue, 05/31/2022 - 23:04
- DOI:
- 10.21227/7yfp-9p87
- License:
- Categories:
- Keywords:
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Abstract
This dataset contains annotation image files representing shapes of buildings, containers, and cranes in satellite images on Google Earth. The datasets are structured in useful formats for machine learning and deep learning applications.
Instructions:
- Buildings: The zip files contain PNG with annotations (a*.png; pixel value 1 for building and 0 for non-building) and JPEG files with satellite images (i*.jpg) in a size of 1024x1024 pixels. Three letters in file names indicate countries by ISO 3166 country codes.
- Cranes: The zip files contain GeoTiffs of satellite images and LebelMe JSON with labeled polygons. The labels have classes of "crane", "gantry_crane", and "standby_gantry_crane."
- Containers: The zip files contain GeoTiffs of satellite images and LebelMe JSON with labeled polygons.
Dataset Files
Dataset for crane detection #1 Crane_Dataset-1.zip (59.63 MB)
Dataset for crane detection #2 Crane_Dataset-2.zip (58.54 MB)
Dataset for crane detection #3 Crane_Dataset-3.zip (59.62 MB)
Dataset for crane detection #4 Crane_Dataset-4.zip (59.22 MB)
Dataset for crane detection #5 Crane_Dataset-5.zip (59.43 MB)
Dataset for crane detection #6 Crane_Dataset-6.zip (58.77 MB)
Dataset for crane detection #7 Crane_Dataset-7.zip (57.98 MB)
Dataset for crane detection ALL Crane_Dataset.zip (431.40 MB)
Building data for Japan #1 Building-JPN-220516-1.zip (59.99 MB)
Building data for Japan #2 Building-JPN-220516-2.zip (59.85 MB)
Building data for Japan #3 Building-JPN-220516-3.zip (59.86 MB)
Building data for Japan #4 Building-JPN-220516-4.zip (22.94 MB)
Building data for Japan ALL Building-JPN-220516.zip (202.63 MB)
Building data for Thailand ALL Building-THA-220516.zip (115.04 MB)
Building data for Thailand #1 Building-THA-1.zip (59.87 MB)
Building data for Thailand #2 Building-THA-2.zip (55.17 MB)
Building data for Sri Lanka Building-LKA.zip (26.46 MB)
Building data for Laos Building-LAO.zip (30.49 MB)
Building data for Mozambique ALL Building-MOZ-220516.zip (91.85 MB)
Building data for Mozambique #1 Building-MOZ-1.zip (59.94 MB)
Building data for Mozambique #2 Building-MOZ-2.zip (31.91 MB)
Building data for Kenya #1 Building-KEN-220516-1.zip (60.00 MB)
Building data for Kenya #2 Building-KEN-220516-2.zip (59.99 MB)
Building data for Kenya #3 Building-KEN-220516-3.zip (59.95 MB)
Building data for Kenya #4 Building-KEN-220516-4.zip (59.92 MB)
Building data for Kenya #5 Building-KEN-220516-5.zip (59.92 MB)
Building data for Kenya #6 Building-KEN-220516-6.zip (60.00 MB)
Building data for Kenya #7 Building-KEN-220516-7.zip (24.73 MB)
Building data for Kenya ALL Building-KEN-220516.zip (384.51 MB)
Building data for Zambia #1 Building-ZMB-220516-01.zip (59.96 MB)
Building data for Zambia #2 Building-ZMB-220516-02.zip (59.93 MB)
Building data for Zambia #3 Building-ZMB-220516-03.zip (59.96 MB)
Building data for Zambia #4 Building-ZMB-220516-04.zip (59.89 MB)
Building data for Zambia #5 Building-ZMB-220516-05.zip (59.99 MB)
Building data for Zambia #6 Buildi06.zip (59.92 MB)
Building data for Zambia #7 Buildi07.zip (59.97 MB)
Building data for Zambia #8 Buildi08.zip (59.94 MB)
Building data for Zambia #9 Buildi09.zip (59.84 MB)
Building data for Zambia #10 Buildi10.zip (60.00 MB)
Building data for Zambia #11 Buildi11.zip (59.91 MB)
Building data for Zambia #12 Buildi12.zip (59.98 MB)
Building data for Zambia #13 Buildi13.zip (59.93 MB)
Building data for Zambia #14 Buildi14.zip (59.91 MB)
Building data for Zambia #15 Buildi15.zip (59.90 MB)
Building data for Zambia #16 Buildi16.zip (59.90 MB)
Building data for Zambia #17 Buildi17.zip (59.99 MB)
Building data for Zambia #18 Buildi18.zip (59.99 MB)
Building data for Zambia #19 Buildi19.zip (59.95 MB)
Building data for Zambia #20 Buildi20.zip (59.93 MB)
Building data for Zambia #21 Buildi21.zip (59.91 MB)
Building data for Zambia #22 Buildi22.zip (59.92 MB)
Building data for Zambia #23 Buildi23.zip (59.99 MB)
Building data for Zambia #24 Buildi24.zip (60.00 MB)
Building data for Zambia #25 Buildi25.zip (59.91 MB)
Building data for Zambia #26 Buildi26.zip (59.95 MB)
Building data for Zambia #27 Buildi27.zip (59.96 MB)
Building data for Zambia #28 Buildi28.zip (59.88 MB)
Building data for Zambia #29 Buildi29.zip (59.93 MB)
Building data for Zambia #30 Buildi30.zip (16.38 MB)
Building data for Zambia ALL Building-ZMB-220516.zip (1.71 GB)
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