[DRAFT] FLAIR#2 Dataset and Datamodule Integration

docs/api/datamodules.rst

@@ -114,6 +114,11 @@ FireRisk
 
 .. autoclass:: FireRiskDataModule
 
+FLAIR2
+^^^^^^
+
+.. autoclass:: FLAIR2DataModule
+
 GeoNRW
 ^^^^^^
 

docs/api/datasets.rst

@@ -297,6 +297,11 @@ FireRisk
 
 .. autoclass:: FireRisk
 
+FLAIR2
+^^^^^^
+
+.. autoclass:: FLAIR2
+
 Forest Damage
 ^^^^^^^^^^^^^
 

docs/api/datasets/non_geo_datasets.csv

@@ -1,62 +1,64 @@
-Dataset,Task,Source,License,# Samples,# Classes,Size (px),Resolution (m),Bands
-`ADVANCE`_,C,"Google Earth, Freesound","CC-BY-4.0","5,075",13,512x512,0.5,RGB
-`Benin Cashew Plantations`_,S,Airbus Pléiades,"CC-BY-4.0",70,6,"1,122x1,186",10,MSI
-`BigEarthNet`_,C,Sentinel-1/2,"CDLA-Permissive-1.0","590,326",19--43,120x120,10,"SAR, MSI"
-`BioMassters`_,R,Sentinel-1/2 and Lidar,"CC-BY-4.0",,,256x256, 10, "SAR, MSI"
-`CaBuAr`_,CD,Sentinel-2,"OpenRAIL",424,2,512x512,20,MSI
-`CaFFe`_,S,"Sentinel-1, TerraSAR-X, TanDEM-X, ENVISAT, ERS-1/2, ALOS PALSAR, and RADARSAT-1","CC-BY-4.0","19092","2 or 4","512x512",6-20,"SAR"
-`ChaBuD`_,CD,Sentinel-2,"OpenRAIL",356,2,512x512,10,MSI
-`Cloud Cover Detection`_,S,Sentinel-2,"CC-BY-4.0","22,728",2,512x512,10,MSI
-`COWC`_,"C, R","CSUAV AFRL, ISPRS, LINZ, AGRC","AGPL-3.0-only","388,435",2,256x256,0.15,RGB
-`CropHarvest`_,"C","Sentinel-1/2, SRTM, ERA5","CC-BY-SA-4.0","70,213",351,1x1,10,"SAR, MSI, SRTM"
-`Kenya Crop Type`_,S,Sentinel-2,"CC-BY-SA-4.0","4,688",7,"3,035x2,016",10,MSI
-`DeepGlobe Land Cover`_,S,DigitalGlobe +Vivid,-,803,7,"2,448x2,448",0.5,RGB
-`DFC2022`_,S,Aerial,"CC-BY-4.0","3,981",15,"2,000x2,000",0.5,RGB
-`Digital Typhoon`_,"C, R",Himawari,"CC-BY-4.0","189,364",8,512,5000,Infrared
-`ETCI2021 Flood Detection`_,S,Sentinel-1,-,"66,810",2,256x256,5--20,SAR
-`EuroSAT`_,C,Sentinel-2,"MIT","27,000",10,64x64,10,MSI
-`FAIR1M`_,OD,Gaofen/Google Earth,"CC-BY-NC-SA-3.0","15,000",37,"1,024x1,024",0.3--0.8,RGB
-`Fields Of The World`_,"S,I",Sentinel-2,"Various","70795","2,3",256x256,10,MSI
-`FireRisk`_,C,NAIP Aerial,"CC-BY-NC-4.0","91,872",7,"320x320",1,RGB
-`Forest Damage`_,OD,Drone imagery,"CDLA-Permissive-1.0","1,543",4,"1,500x1,500",,RGB
-`GeoNRW`_,S,Aerial,"CC-BY-4.0","7,783",11,"1,000x1,000",1,"RGB, DEM"
-`GID-15`_,S,Gaofen-2,-,150,15,"6,800x7,200",3,RGB
-`IDTReeS`_,"OD,C",Aerial,"CC-BY-4.0",591,33,200x200,0.1--1,RGB
-`Inria Aerial Image Labeling`_,S,Aerial,-,360,2,"5,000x5,000",0.3,RGB
-`LandCover.ai`_,S,Aerial,"CC-BY-NC-SA-4.0","10,674",5,512x512,0.25--0.5,RGB
-`LEVIR-CD`_,CD,Google Earth,-,637,2,"1,024x1,024",0.5,RGB
-`LEVIR-CD+`_,CD,Google Earth,-,985,2,"1,024x1,024",0.5,RGB
-`LoveDA`_,S,Google Earth,"CC-BY-NC-SA-4.0","5,987",7,"1,024x1,024",0.3,RGB
-`MapInWild`_,S,"Sentinel-1/2, ESA WorldCover, NOAA VIIRS DNB","CC-BY-4.0",1018,1,1920x1920,10--463.83,"SAR, MSI, 2020_Map, avg_rad"
-`Million-AID`_,C,Google Earth,-,1M,51--73,,0.5--153,RGB
-`MMEarth`_,"C, S","Aster, Sentinel, ERA5","CC-BY-4.0","100K--1M",,"128x128 or 64x64",10,MSI
-`NASA Marine Debris`_,OD,PlanetScope,"Apache-2.0",707,1,256x256,3,RGB
-`OSCD`_,CD,Sentinel-2,"CC-BY-4.0",24,2,"40--1,180",60,MSI
-`PASTIS`_,I,Sentinel-1/2,"CC-BY-4.0","2,433",19,128x128xT,10,MSI
-`PatternNet`_,C,Google Earth,"CC-BY-4.0","30,400",38,256x256,0.06--5,RGB
-`Potsdam`_,S,Aerial,-,38,6,"6,000x6,000",0.05,MSI
-`QuakeSet`_,"C, R",Sentinel-1,"OpenRAIL","3,327",2,512x512,10,SAR
-`ReforesTree`_,"OD, R",Aerial,"CC-BY-4.0",100,6,"4,000x4,000",0.02,RGB
-`RESISC45`_,C,Google Earth,-,"31,500",45,256x256,0.2--30,RGB
-`Rwanda Field Boundary`_,S,Planetscope,"NICFI AND CC-BY-4.0",70,2,256x256,4.7,RGB + NIR
-`SatlasPretrain`_,"C, R, S, I, OD","NAIP, Landsat, Sentinel",ESA AND CC0-1.0 AND ODbL-1.0 AND CC-BY-4.0,302M,137,512,0.6--30,"SAR, MSI"
-`Seasonal Contrast`_,T,Sentinel-2,"CC-BY-4.0",100K--1M,-,264x264,10,MSI
-`SeasoNet`_,S,Sentinel-2,"CC-BY-4.0","1,759,830",33,120x120,10,MSI
-`SEN12MS`_,S,"Sentinel-1/2, MODIS","CC-BY-4.0","180,662",33,256x256,10,"SAR, MSI"
-`SKIPP'D`_,R,"Fish-eye","CC-BY-4.0","363,375",-,64x64,-,RGB
-`SkyScript`_,IC,"NAIP, orthophotos, Planet SkySat, Sentinel-2, Landsat 8--9",MIT,5.2M,-,100--1000,0.1--30,RGB
-`So2Sat`_,C,Sentinel-1/2,"CC-BY-4.0","400,673",17,32x32,10,"SAR, MSI"
-`SpaceNet`_,I,WorldView-2/3 Planet Lab Dove,"CC-BY-SA-4.0","1,889--28,728",2,102--900,0.5--4,MSI
-`SSL4EO`_-L,T,Landsat,"CC0-1.0",1M,-,264x264,30,MSI
-`SSL4EO`_-S12,T,Sentinel-1/2,"CC-BY-4.0",1M,-,264x264,10,"SAR, MSI"
-`SSL4EO-L Benchmark`_,S,Lansat & CDL,"CC0-1.0",25K,134,264x264,30,MSI
-`SSL4EO-L Benchmark`_,S,Lansat & NLCD,"CC0-1.0",25K,17,264x264,30,MSI
-`SustainBench Crop Yield`_,R,MODIS,"CC-BY-SA-4.0",11k,-,32x32,-,MSI
-`Tropical Cyclone`_,R,GOES 8--16,"CC-BY-4.0","108,110",-,256x256,4K--8K,MSI
-`UC Merced`_,C,USGS National Map,"public domain","2,100",21,256x256,0.3,RGB
-`USAVars`_,R,NAIP Aerial,"CC-BY-4.0",100K,-,-,4,"RGB, NIR"
-`Vaihingen`_,S,Aerial,-,33,6,"1,281--3,816",0.09,RGB
-`VHR-10`_,I,"Google Earth, Vaihingen","MIT",800,10,"358--1,728",0.08--2,RGB
-`Western USA Live Fuel Moisture`_,R,"Landsat8, Sentinel-1","CC-BY-NC-ND-4.0",2615,-,-,-,-
-`xView2`_,CD,Maxar,"CC-BY-NC-SA-4.0","3,732",4,"1,024x1,024",0.8,RGB
-`ZueriCrop`_,"I, T",Sentinel-2,-,116K,48,24x24,10,MSI
+Dataset,Task,Source,License,# Samples,# Classes,Size (px),Resolution (m),Bands
+`ADVANCE`_,C,"Google Earth, Freesound",CC-BY-4.0,"5,075",13,512x512,0.5,RGB
+`Benin Cashew Plantations`_,S,Airbus Pléiades,CC-BY-4.0,70,6,"1,122x1,186",10,MSI
+`BigEarthNet`_,C,Sentinel-1/2,CDLA-Permissive-1.0,"590,326",19--43,120x120,10,"SAR, MSI"
+`BioMassters`_,R,Sentinel-1/2 and Lidar,CC-BY-4.0,,,256x256,10," ""SAR"," MSI"""
+`CaBuAr`_,CD,Sentinel-2,OpenRAIL,424,2,512x512,20,MSI,
+`CaFFe`_,S,"Sentinel-1, TerraSAR-X, TanDEM-X, ENVISAT, ERS-1/2, ALOS PALSAR, and RADARSAT-1",CC-BY-4.0,19092,2 or 4,512x512,6-20,SAR,
+`ChaBuD`_,CD,Sentinel-2,OpenRAIL,356,2,512x512,10,MSI,
+`Cloud Cover Detection`_,S,Sentinel-2,CC-BY-4.0,"22,728",2,512x512,10,MSI,
+`COWC`_,"C, R","CSUAV AFRL, ISPRS, LINZ, AGRC",AGPL-3.0-only,"388,435",2,256x256,0.15,RGB,
+`CropHarvest`_,C,"Sentinel-1/2, SRTM, ERA5",CC-BY-SA-4.0,"70,213",351,1x1,10,"SAR, MSI, SRTM",
+`Kenya Crop Type`_,S,Sentinel-2,CC-BY-SA-4.0,"4,688",7,"3,035x2,016",10,MSI,
+`DeepGlobe Land Cover`_,S,DigitalGlobe +Vivid,-,803,7,"2,448x2,448",0.5,RGB,
+`DFC2022`_,S,Aerial,CC-BY-4.0,"3,981",15,"2,000x2,000",0.5,RGB,
+`Digital Typhoon`_,"C, R",Himawari,CC-BY-4.0,"189,364",8,512,5000,Infrared,
+`ETCI2021 Flood Detection`_,S,Sentinel-1,-,"66,810",2,256x256,5--20,SAR,
+`EuroSAT`_,C,Sentinel-2,MIT,"27,000",10,64x64,10,MSI,
+`FAIR1M`_,OD,Gaofen/Google Earth,CC-BY-NC-SA-3.0,"15,000",37,"1,024x1,024",0.3--0.8,RGB,
+`Fields Of The World`_,"S,I",Sentinel-2,Various,70795,"2,3",256x256,10,MSI,
+`FireRisk`_,C,NAIP Aerial,CC-BY-NC-4.0,"91,872",7,320x320,1,RGB,
+`FLAIR2`_,S,"IGN, Sentinel-2",OPENLICENSE-2.0,7741,13--18,512x512,0.2--20,"RGB+NIR+NDSM, MSI",
+`Forest Damage`_,OD,Drone imagery,CDLA-Permissive-1.0,"1,543",4,"1,500x1,500",,RGB,
+`GeoNRW`_,S,Aerial,CC-BY-4.0,"7,783",11,"1,000x1,000",1,"RGB, DEM",
+`GID-15`_,S,Gaofen-2,-,150,15,"6,800x7,200",3,RGB,
+`IDTReeS`_,"OD,C",Aerial,CC-BY-4.0,591,33,200x200,0.1--1,RGB,
+`Inria Aerial Image Labeling`_,S,Aerial,-,360,2,"5,000x5,000",0.3,RGB,
+`LandCover.ai`_,S,Aerial,CC-BY-NC-SA-4.0,"10,674",5,512x512,0.25--0.5,RGB,
+`LEVIR-CD`_,CD,Google Earth,-,637,2,"1,024x1,024",0.5,RGB,
+`LEVIR-CD+`_,CD,Google Earth,-,985,2,"1,024x1,024",0.5,RGB,
+`LoveDA`_,S,Google Earth,CC-BY-NC-SA-4.0,"5,987",7,"1,024x1,024",0.3,RGB,
+`MapInWild`_,S,"Sentinel-1/2, ESA WorldCover, NOAA VIIRS DNB",CC-BY-4.0,1018,1,1920x1920,10--463.83,"SAR, MSI, 2020_Map, avg_rad",
+`Million-AID`_,C,Google Earth,-,1M,51--73,,0.5--153,RGB,
+`MMEarth`_,"C, S","Aster, Sentinel, ERA5",CC-BY-4.0,100K--1M,,128x128 or 64x64,10,MSI,
+`NASA Marine Debris`_,OD,PlanetScope,Apache-2.0,707,1,256x256,3,RGB,
+`OSCD`_,CD,Sentinel-2,CC-BY-4.0,24,2,"40--1,180",60,MSI,
+`PASTIS`_,I,Sentinel-1/2,CC-BY-4.0,"2,433",19,128x128xT,10,MSI,
+`PatternNet`_,C,Google Earth,CC-BY-4.0,"30,400",38,256x256,0.06--5,RGB,
+`Potsdam`_,S,Aerial,-,38,6,"6,000x6,000",0.05,MSI,
+`QuakeSet`_,"C, R",Sentinel-1,OpenRAIL,"3,327",2,512x512,10,SAR,
+`ReforesTree`_,"OD, R",Aerial,CC-BY-4.0,100,6,"4,000x4,000",0.02,RGB,
+`RESISC45`_,C,Google Earth,-,"31,500",45,256x256,0.2--30,RGB,
+`Rwanda Field Boundary`_,S,Planetscope,NICFI AND CC-BY-4.0,70,2,256x256,4.7,RGB + NIR,
+`SatlasPretrain`_,"C, R, S, I, OD","NAIP, Landsat, Sentinel",ESA AND CC0-1.0 AND ODbL-1.0 AND CC-BY-4.0,302M,137,512,0.6--30,"SAR, MSI",
+`Seasonal Contrast`_,T,Sentinel-2,CC-BY-4.0,100K--1M,-,264x264,10,MSI,
+`SeasoNet`_,S,Sentinel-2,CC-BY-4.0,"1,759,830",33,120x120,10,MSI,
+`SEN12MS`_,S,"Sentinel-1/2, MODIS",CC-BY-4.0,"180,662",33,256x256,10,"SAR, MSI",
+`SKIPP'D`_,R,Fish-eye,CC-BY-4.0,"363,375",-,64x64,-,RGB,
+`SkyScript`_,IC,"NAIP, orthophotos, Planet SkySat, Sentinel-2, Landsat 8--9",MIT,5.2M,-,100--1000,0.1--30,RGB,
+`So2Sat`_,C,Sentinel-1/2,CC-BY-4.0,"400,673",17,32x32,10,"SAR, MSI",
+`SpaceNet`_,I,WorldView-2/3 Planet Lab Dove,CC-BY-SA-4.0,"1,889--28,728",2,102--900,0.5--4,MSI,
+`SSL4EO`_-L,T,Landsat,CC0-1.0,1M,-,264x264,30,MSI,
+`SSL4EO`_-S12,T,Sentinel-1/2,CC-BY-4.0,1M,-,264x264,10,"SAR, MSI",
+`SSL4EO-L Benchmark`_,S,Lansat & CDL,CC0-1.0,25K,134,264x264,30,MSI,
+`SSL4EO-L Benchmark`_,S,Lansat & NLCD,CC0-1.0,25K,17,264x264,30,MSI,
+`SustainBench Crop Yield`_,R,MODIS,CC-BY-SA-4.0,11k,-,32x32,-,MSI,
+`Tropical Cyclone`_,R,GOES 8--16,CC-BY-4.0,"108,110",-,256x256,4K--8K,MSI,
+`UC Merced`_,C,USGS National Map,public domain,"2,100",21,256x256,0.3,RGB,
+`USAVars`_,R,NAIP Aerial,CC-BY-4.0,100K,-,-,4,"RGB, NIR",
+`Vaihingen`_,S,Aerial,-,33,6,"1,281--3,816",0.09,RGB,
+`VHR-10`_,I,"Google Earth, Vaihingen",MIT,800,10,"358--1,728",0.08--2,RGB,
+`Western USA Live Fuel Moisture`_,R,"Landsat8, Sentinel-1",CC-BY-NC-ND-4.0,2615,-,-,-,-,
+`xView2`_,CD,Maxar,CC-BY-NC-SA-4.0,"3,732",4,"1,024x1,024",0.8,RGB,
+`ZueriCrop`_,"I, T",Sentinel-2,-,116K,48,24x24,10,MSI,
+

tests/data/flair2/FLAIR2/flair-2_centroids_sp_to_patch.json

@@ -0,0 +1 @@
+{"IMG_251399.tif": [256, 256], "IMG_392912.tif": [256, 256], "IMG_312814.tif": [256, 256], "IMG_865335.tif": [256, 256], "IMG_764580.tif": [256, 256], "IMG_468281.tif": [256, 256], "IMG_661075.tif": [256, 256], "IMG_367415.tif": [256, 256], "IMG_896910.tif": [256, 256], "IMG_329155.tif": [256, 256], "IMG_917180.tif": [256, 256], "IMG_949888.tif": [256, 256], "IMG_134194.tif": [256, 256], "IMG_919726.tif": [256, 256], "IMG_344107.tif": [256, 256], "IMG_449816.tif": [256, 256], "IMG_313940.tif": [256, 256], "IMG_979213.tif": [256, 256], "IMG_090196.tif": [256, 256], "IMG_336054.tif": [256, 256], "IMG_253290.tif": [256, 256], "IMG_553190.tif": [256, 256], "IMG_973658.tif": [256, 256], "IMG_176734.tif": [256, 256], "IMG_465542.tif": [256, 256], "IMG_854347.tif": [256, 256], "IMG_848674.tif": [256, 256], "IMG_917584.tif": [256, 256], "IMG_332051.tif": [256, 256], "IMG_713265.tif": [256, 256], "IMG_600560.tif": [256, 256], "IMG_833454.tif": [256, 256], "IMG_448930.tif": [256, 256], "IMG_537314.tif": [256, 256], "IMG_430048.tif": [256, 256], "IMG_016901.tif": [256, 256], "IMG_080149.tif": [256, 256], "IMG_363605.tif": [256, 256], "IMG_280596.tif": [256, 256], "IMG_384973.tif": [256, 256], "IMG_612894.tif": [256, 256], "IMG_489374.tif": [256, 256], "IMG_722482.tif": [256, 256], "IMG_107707.tif": [256, 256], "IMG_904282.tif": [256, 256]}

tests/data/flair2/FLAIR2/flair_2_sen_test/D552_2012/Z20_IE/sen/SEN2_sp_D552_2012_Z20_IE_products.txt

@@ -0,0 +1 @@
+S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921

tests/data/flair2/FLAIR2/flair_2_sen_test/D639_2018/Z19_NN/sen/SEN2_sp_D639_2018_Z19_NN_products.txt

@@ -0,0 +1 @@
+S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921

tests/data/flair2/FLAIR2/flair_2_sen_test/D705_2014/Z15_YR/sen/SEN2_sp_D705_2014_Z15_YR_products.txt

@@ -0,0 +1 @@
+S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921

tests/data/flair2/FLAIR2/flair_2_sen_test/D706_2016/Z12_BR/sen/SEN2_sp_D706_2016_Z12_BR_products.txt

@@ -0,0 +1 @@
+S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921

tests/data/flair2/FLAIR2/flair_2_sen_test/D795_2018/Z11_QJ/sen/SEN2_sp_D795_2018_Z11_QJ_products.txt

@@ -0,0 +1 @@
+S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921

tests/data/flair2/FLAIR2/flair_sen_train/D330_2019/Z21_AE/sen/SEN2_sp_D330_2019_Z21_AE_products.txt

@@ -0,0 +1 @@
+S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921

tests/data/flair2/FLAIR2/flair_sen_train/D461_2014/Z16_HE/sen/SEN2_sp_D461_2014_Z16_HE_products.txt

@@ -0,0 +1 @@
+S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921

tests/data/flair2/FLAIR2/flair_sen_train/D519_2017/Z15_KK/sen/SEN2_sp_D519_2017_Z15_KK_products.txt

@@ -0,0 +1 @@
+S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921S2A_MSIL2A_20210415T105021_N0300_R051_T31UDP_20210415T135921

tests/data/flair2/FLAIR2/flair_sen_train/D569_2010/Z14_WT/sen/SEN2_sp_D569_2010_Z14_WT_products.txt

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tests/data/flair2/FLAIR2/flair_sen_train/D678_2021/Z22_SW/sen/SEN2_sp_D678_2021_Z22_SW_products.txt

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tests/data/flair2/FLAIR2/flair_sen_train/D717_2014/Z11_KT/sen/SEN2_sp_D717_2014_Z11_KT_products.txt

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tests/data/flair2/FLAIR2/flair_sen_train/D756_2012/Z12_IF/sen/SEN2_sp_D756_2012_Z12_IF_products.txt

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tests/data/flair2/FLAIR2/flair_sen_train/D779_2013/Z22_RH/sen/SEN2_sp_D779_2013_Z22_RH_products.txt

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tests/data/flair2/FLAIR2/flair_sen_train/D858_2010/Z12_SS/sen/SEN2_sp_D858_2010_Z12_SS_products.txt

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tests/data/flair2/FLAIR2/flair_sen_train/D867_2012/Z14_FU/sen/SEN2_sp_D867_2012_Z14_FU_products.txt

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tests/data/flair2/FLAIR2/md5s.txt

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+/home/landscapelab/Dev/torchgeo/tests/data/flair2/FLAIR2/flair_sen_train.zip: 661e20e39ffc7eca196b6cab8d1c9e27
+/home/landscapelab/Dev/torchgeo/tests/data/flair2/FLAIR2/flair_2_sen_test.zip: 6247e940974e247be1c8187aaf35281c
+/home/landscapelab/Dev/torchgeo/tests/data/flair2/FLAIR2/flair_2_labels_test.zip: 9285086a7aa5085e3b8f2fc2f8618ad0
+/home/landscapelab/Dev/torchgeo/tests/data/flair2/FLAIR2/flair_2_aerial_test.zip: 8b414c21e48e87331fed1d9835b17726
+/home/landscapelab/Dev/torchgeo/tests/data/flair2/FLAIR2/flair_labels_train.zip: 525011487e0c282d22a91d3798768e38
+/home/landscapelab/Dev/torchgeo/tests/data/flair2/FLAIR2/flair_aerial_train.zip: 70c558a7000e3671f3a3ed2ba187d795
+/home/landscapelab/Dev/torchgeo/tests/data/flair2/FLAIR2/flair-2_centroids_sp_to_patch.json: d25e90af8a7bbe53df50ac3cb44c7600