The DeepGlobe Road Extraction Dataset consists of 6,226 optical satellite images with a spatial dimension of $1024 \times 1024$ pixels and a Ground Sampling Distance (GSD) of 0.5 m/pixel.
Dataset Card
The DeepGlobe Road Extraction Dataset consists of 6,226 optical satellite images with a spatial dimension of $1024 \times 1024$ pixels and a Ground Sampling Distance (GSD) of 0.5 m/pixel. The imagery spans varied urban, suburban, and rural terrains across Thailand, Indonesia, and India. This repository hosts the standardized, reproducible benchmark partition: Partitioning is constructed deterministically with seed 42 from the sorted filename collection. If you use this dataset in your research, please cite the original challenge paper
Excerpt from the card by Lam Tran, licensed cc-by-nc-4.0.
Details
- Repository
- lammtfkday/deepglobe-roads
- Publisher
- Lam Tran
- Task category
- Image segmentation
- Tags
- remote-sensing, road-extraction, optical-satellite-imagery
- Size category
- 1K<n<10K
- Languages
- en
- Revision
- 804ea348e5b1eaa85ba2229d5bd321a34a695e57
- Last updated
- 2026-09-25
Files
19 files, 588.1 MB in total.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| metadata.csv | Data | 515.4 KB | — |
| splits.json | Data | 834.8 KB | — |
| test.zip | Data | 296.6 MB | cd69af24873e |
| test_connection.txt | Data | 54 B | — |
| val.zip | Data | 287.1 MB | db82d0164284 |
| README.md | Documentation | 3.5 KB | — |
| samples/163215_mask.png | Other | 12.1 KB | c93c3b09aff6 |
| samples/163215_sat.jpg | Other | 456.5 KB | 67d24ede2bc9 |
| samples/375903_mask.png | Other | 7.0 KB | 38c485d7de3d |
| samples/375903_sat.jpg | Other | 468.0 KB | fe458fc7d0eb |
| samples/54635_mask.png | Other | 11.7 KB | 054bb9e2346d |
| samples/54635_sat.jpg | Other | 465.9 KB | 70cc9beffc3e |
| samples/642342_mask.png | Other | 38.1 KB | ecc478c1715f |
| samples/642342_sat.jpg | Other | 539.5 KB | bd37a401dd45 |
| samples/70933_mask.png | Other | 36.4 KB | 3e02d8711d9d |
| samples/70933_sat.jpg | Other | 480.7 KB | d6bd97cc0c3d |
| samples/906484_mask.png | Other | 32.0 KB | 3aef86b7b3a7 |
| samples/906484_sat.jpg | Other | 497.3 KB | 0dc3e0efcf84 |
| .gitattributes | Repository | 2.5 KB | — |
License and Download
- License
- cc-by-nc-4.0
- Access
- No access gate
Released by Lam Tran through its official repository on Hugging Face. Read the license.