Datasets
Open Access
MiniFrance
- Citation Author(s):
- Submitted by:
- Javiera Castill...
- Last updated:
- Tue, 06/07/2022 - 07:35
- DOI:
- 10.21227/b9pt-8x03
- Data Format:
- License:
- Categories:
- Keywords:
Abstract
The Dataset
We introduce a novel large-scale dataset for semi-supervised semantic segmentation in Earth Observation: the MiniFrance suite.
MiniFrance has several unprecedented properties: it is large-scale, containing over 2000 very high resolution aerial images,; it is varied, covering 16 conurbations in France, with various climates, different landscapes, and urban as well as countryside scenes; and it is challenging, considering land use classes with high-level semantics. Nevertheless, the most distinctive quality of MiniFrance is being the only dataset in the field especially designed for semi-supervised learning: it contains labeled and unlabeled images in its training partition, which reproduces a life-like scenario.
The Team
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Javiera Castillo Navarro, javiera.castillo_navarro@onera.fr
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Bertrand Le Saux, bls@ieee.org
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Alexandre Boulch, alexandre.boulch@valeo.com
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Nicolas Audebert, nicolas.audebert@cnam.fr
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Sébastien Lefèvre, sebastien.lefevre@irisa.fr
Dataset Files
- Images of the MiniFrance labeled training partition labeled_training.zip (10.37 GB)
- Images of the MiniFrance unlabeled training partition - part 1 unlabeled_train_part1.zip (11.08 GB)
- Images of the MiniFrance unlabeled training partition - part 2 unlabeled_train_part2.zip (8.42 GB)
- Images of the MiniFrance unlabeled training partition - part 3 unlabeled_train_part3.zip (15.57 GB)
- Images of the MiniFrance test partition - part 1 test_part1.zip (9.68 GB)
- Images of the MiniFrance test partition - part 2 test_part2.zip (12.60 GB)
- Images of the MiniFrance test partition - part 3 test_part3.zip (9.98 GB)
- Images of the MiniFrance test partition - part 4 test_part4.zip (13.37 GB)
- Lists of files by conurbation and partition files_by_conurbation.zip (9.86 kB)
- Labels for all partitions labels.zip (1.96 GB)
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Documentation
Attachment | Size |
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README.txt | 3.48 KB |