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readme.md
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A hierarchical ML benchmark for Sentinels, with three task levels covering all major Sentinel missions.
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- level 1: preprocessing
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- [x] S2 cloud segmentation
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- [ ] S3 cloud segmentation
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- level 2: base application
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- single label LULC classification
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- [x] S1 EuroSAT-SAR
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- [x] S2 EuroSAT-MS
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- multi label LULC classification
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- [x] S1 BigEarthNet-v2-SAR
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- [x] S2 BigEarthNet-v2-MS
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- [x] S3 LC100
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- dense LULC segmentation
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- [ ] S1 DFC2020-SAR
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- [ ] S2 DFC2020-MS
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- [x] S3 LC100
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- level 3: specialized application
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- [ ] S1 flood segmentation
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- [ ] S2
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- [ ] S3 biomass regression
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- [x] S5P air quality regression
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