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flood array 2D | permanent_water array 2D | radar array 2D | visible array 2D |
|---|---|---|---|
[[1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.(...TRUNCATED) | [[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[-0.7002140879631042,-0.5042391419410706,-0.6044090390205383,-0.7694629430770874,-0.943793356418609(...TRUNCATED) | [[-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-0.9997987747192383,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-0.994238317012786(...TRUNCATED) |
[[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[0.06357066333293915,0.057354338467121124,0.05943642556667328,0.18052558600902557,0.374700695276260(...TRUNCATED) | [[-0.6765758991241455,-0.7214087247848511,-0.6500406265258789,-0.6380436420440674,-0.638043642044067(...TRUNCATED) |
[[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[0.7430170774459839,0.988705575466156,0.9789608120918274,0.9653300642967224,1.0,0.9993078112602234,(...TRUNCATED) | [[-0.5739153623580933,-0.593828558921814,-0.6006037592887878,-0.5866413712501526,-0.625877857208252,(...TRUNCATED) |
[[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[0.36876919865608215,0.2615272104740143,0.2615272104740143,-0.08856545388698578,0.12050829827785492(...TRUNCATED) | [[-0.8613110184669495,-0.9019497632980347,-0.8346147537231445,-0.8535683155059814,-0.836332559585571(...TRUNCATED) |
[[1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.(...TRUNCATED) | [[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[-1.0,-1.0,-1.0,-1.0,-0.9946063756942749,-1.0,-1.0,-1.0,-1.0,-1.0,-0.9922446608543396,-0.8424557447(...TRUNCATED) | [[-1.0,-1.0,-1.0,-1.0,-0.9944672584533691,-0.9748203754425049,-0.9393754601478577,-0.850110948085784(...TRUNCATED) |
[[-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.(...TRUNCATED) | [[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[-0.7677749991416931,-0.743779718875885,-0.6590339541435242,-0.7800634503364563,-0.6676751375198364(...TRUNCATED) | [[-0.23473197221755981,-0.18079334497451782,-0.14670395851135254,-0.16280215978622437,-0.03405815362(...TRUNCATED) |
[[1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0(...TRUNCATED) | [[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[-1.0,-1.0,-1.0,-0.8393452167510986,-0.880678117275238,-1.0,-1.0,-0.8786559104919434,-0.84849935770(...TRUNCATED) | [[-0.19904404878616333,0.15380465984344482,0.3035697937011719,0.4614677429199219,0.763495922088623,0(...TRUNCATED) |
[[1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.(...TRUNCATED) | [[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[-1.0,-0.3641738295555115,-0.5063321590423584,-0.8214023113250732,-0.5574468970298767,-0.5574468970(...TRUNCATED) | [[-1.0,-1.0,-0.996384859085083,-1.0,-0.9952085614204407,-0.9666274189949036,-0.965387761592865,-0.98(...TRUNCATED) |
[[1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.(...TRUNCATED) | [[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[-0.25509753823280334,-0.35495030879974365,-0.4730296730995178,-0.4113282263278961,-0.4203880727291(...TRUNCATED) | [[-0.9962393045425415,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-0.9536134600639343,-0.91554(...TRUNCATED) |
[[1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.(...TRUNCATED) | [[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED) | [[-0.7641822099685669,-0.5875100493431091,-0.6564593315124512,-0.7817312479019165,-0.966489195823669(...TRUNCATED) | [[-1.0,-1.0,-0.994956374168396,-0.9835008978843689,-0.9745805263519287,-0.9566220045089722,-0.923860(...TRUNCATED) |
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Check out the documentation for more information.
Description This dataset is a custom train/validation/test split derived directly from the original Sen1Floods11 dataset.
Original Dataset Citation
Bonafilia, D., Tellman, B., Anderson, T., Issenberg, E. (2020). Sen1Floods11: a georeferenced dataset to train and test deep learning flood algorithms for Sentinel-1. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 210-211.
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