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Add BRIGHT dataset #2520

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Add BRIGHT dataset #2520

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@nilsleh nilsleh commented Jan 18, 2025

This PR adds the BRIGHT dataset.

Dataset Features:

* Pre-disaster optical images from MAXAR, NAIP, NOAA Digital Coast Raster Datasets, and the National Plan for Aerial Orthophotography Spain
* Post-disaster SAR images from Capella Space and Umbra
* high image resolution of 0.3-1m

Dataset Format:

* Images are in GeoTIFF format with pixel dimensions of 1024x1024
* Pre-disaster are three channel images
* Post-disaster SAR images are single channel but repeated to have 3 channels

bright_example

@ChenHongruixuan @olidietrich Thank you for the nice work and making the dataset public. I was wondering whether you could include the split .txt files found here inside the zip file on Huggingface such that everything is in one place? And of course if you have any other comments about the PR, feel free to let us know below.

@nilsleh nilsleh marked this pull request as draft January 18, 2025 10:19
@github-actions github-actions bot added documentation Improvements or additions to documentation datasets Geospatial or benchmark datasets testing Continuous integration testing datamodules PyTorch Lightning datamodules labels Jan 18, 2025
@adamjstewart adamjstewart added this to the 0.7.0 milestone Jan 18, 2025
@github-actions github-actions bot removed the datamodules PyTorch Lightning datamodules label Jan 20, 2025
@nilsleh nilsleh marked this pull request as ready for review January 20, 2025 10:48
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