Datasets:

lc-col
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bigearthnet

s2_folder stringlengths 29 32	s2_hdf5_file stringclasses 18 values	index int64 0 15k
S2A_MSIL2A_20170717T113321_28_87	bigearthnet_train_p0.hdf5	0
S2A_MSIL2A_20170717T113321_28_90	bigearthnet_train_p0.hdf5	1
S2A_MSIL2A_20170717T113321_29_83	bigearthnet_train_p0.hdf5	2
S2A_MSIL2A_20170717T113321_29_84	bigearthnet_train_p0.hdf5	3
S2A_MSIL2A_20170717T113321_29_85	bigearthnet_train_p0.hdf5	4
S2A_MSIL2A_20170717T113321_29_87	bigearthnet_train_p0.hdf5	5
S2A_MSIL2A_20170717T113321_29_88	bigearthnet_train_p0.hdf5	6
S2A_MSIL2A_20170717T113321_29_89	bigearthnet_train_p0.hdf5	7
S2A_MSIL2A_20170717T113321_29_90	bigearthnet_train_p0.hdf5	8
S2A_MSIL2A_20170717T113321_30_80	bigearthnet_train_p0.hdf5	9
S2A_MSIL2A_20170717T113321_30_81	bigearthnet_train_p0.hdf5	10
S2A_MSIL2A_20170717T113321_30_82	bigearthnet_train_p0.hdf5	11
S2A_MSIL2A_20170717T113321_30_84	bigearthnet_train_p0.hdf5	12
S2A_MSIL2A_20170717T113321_30_85	bigearthnet_train_p0.hdf5	13
S2A_MSIL2A_20170717T113321_30_87	bigearthnet_train_p0.hdf5	14
S2A_MSIL2A_20170717T113321_30_88	bigearthnet_train_p0.hdf5	15
S2A_MSIL2A_20170717T113321_30_90	bigearthnet_train_p0.hdf5	16
S2A_MSIL2A_20170717T113321_31_75	bigearthnet_train_p0.hdf5	17
S2A_MSIL2A_20170717T113321_31_76	bigearthnet_train_p0.hdf5	18
S2A_MSIL2A_20170717T113321_31_77	bigearthnet_train_p0.hdf5	19
S2A_MSIL2A_20170717T113321_31_78	bigearthnet_train_p0.hdf5	20
S2A_MSIL2A_20170717T113321_31_79	bigearthnet_train_p0.hdf5	21
S2A_MSIL2A_20170717T113321_31_83	bigearthnet_train_p0.hdf5	22
S2A_MSIL2A_20170717T113321_31_87	bigearthnet_train_p0.hdf5	23
S2A_MSIL2A_20170717T113321_31_88	bigearthnet_train_p0.hdf5	24
S2A_MSIL2A_20170717T113321_31_90	bigearthnet_train_p0.hdf5	25
S2A_MSIL2A_20170717T113321_32_71	bigearthnet_train_p0.hdf5	26
S2A_MSIL2A_20170717T113321_32_72	bigearthnet_train_p0.hdf5	27
S2A_MSIL2A_20170717T113321_32_74	bigearthnet_train_p0.hdf5	28
S2A_MSIL2A_20170717T113321_32_77	bigearthnet_train_p0.hdf5	29
S2A_MSIL2A_20170717T113321_32_80	bigearthnet_train_p0.hdf5	30
S2A_MSIL2A_20170717T113321_32_85	bigearthnet_train_p0.hdf5	31
S2A_MSIL2A_20170717T113321_32_87	bigearthnet_train_p0.hdf5	32
S2A_MSIL2A_20170717T113321_32_89	bigearthnet_train_p0.hdf5	33
S2A_MSIL2A_20170717T113321_32_90	bigearthnet_train_p0.hdf5	34
S2A_MSIL2A_20170717T113321_33_67	bigearthnet_train_p0.hdf5	35
S2A_MSIL2A_20170717T113321_33_68	bigearthnet_train_p0.hdf5	36
S2A_MSIL2A_20170717T113321_33_69	bigearthnet_train_p0.hdf5	37
S2A_MSIL2A_20170717T113321_33_70	bigearthnet_train_p0.hdf5	38
S2A_MSIL2A_20170717T113321_33_73	bigearthnet_train_p0.hdf5	39
S2A_MSIL2A_20170717T113321_33_75	bigearthnet_train_p0.hdf5	40
S2A_MSIL2A_20170717T113321_33_76	bigearthnet_train_p0.hdf5	41
S2A_MSIL2A_20170717T113321_33_78	bigearthnet_train_p0.hdf5	42
S2A_MSIL2A_20170717T113321_33_79	bigearthnet_train_p0.hdf5	43
S2A_MSIL2A_20170717T113321_33_81	bigearthnet_train_p0.hdf5	44
S2A_MSIL2A_20170717T113321_33_82	bigearthnet_train_p0.hdf5	45
S2A_MSIL2A_20170717T113321_33_83	bigearthnet_train_p0.hdf5	46
S2A_MSIL2A_20170717T113321_33_85	bigearthnet_train_p0.hdf5	47
S2A_MSIL2A_20170717T113321_33_86	bigearthnet_train_p0.hdf5	48
S2A_MSIL2A_20170717T113321_33_89	bigearthnet_train_p0.hdf5	49
S2A_MSIL2A_20170717T113321_33_90	bigearthnet_train_p0.hdf5	50
S2A_MSIL2A_20170717T113321_34_70	bigearthnet_train_p0.hdf5	51
S2A_MSIL2A_20170717T113321_34_71	bigearthnet_train_p0.hdf5	52
S2A_MSIL2A_20170717T113321_34_73	bigearthnet_train_p0.hdf5	53
S2A_MSIL2A_20170717T113321_34_74	bigearthnet_train_p0.hdf5	54
S2A_MSIL2A_20170717T113321_34_77	bigearthnet_train_p0.hdf5	55
S2A_MSIL2A_20170717T113321_34_80	bigearthnet_train_p0.hdf5	56
S2A_MSIL2A_20170717T113321_34_82	bigearthnet_train_p0.hdf5	57
S2A_MSIL2A_20170717T113321_34_83	bigearthnet_train_p0.hdf5	58
S2A_MSIL2A_20170717T113321_34_85	bigearthnet_train_p0.hdf5	59
S2A_MSIL2A_20170717T113321_34_89	bigearthnet_train_p0.hdf5	60
S2A_MSIL2A_20170717T113321_34_90	bigearthnet_train_p0.hdf5	61
S2A_MSIL2A_20170717T113321_35_73	bigearthnet_train_p0.hdf5	62
S2A_MSIL2A_20170717T113321_35_75	bigearthnet_train_p0.hdf5	63
S2A_MSIL2A_20170717T113321_35_77	bigearthnet_train_p0.hdf5	64
S2A_MSIL2A_20170717T113321_35_78	bigearthnet_train_p0.hdf5	65
S2A_MSIL2A_20170717T113321_35_79	bigearthnet_train_p0.hdf5	66
S2A_MSIL2A_20170717T113321_35_81	bigearthnet_train_p0.hdf5	67
S2A_MSIL2A_20170717T113321_35_84	bigearthnet_train_p0.hdf5	68
S2A_MSIL2A_20170717T113321_35_86	bigearthnet_train_p0.hdf5	69
S2A_MSIL2A_20170717T113321_35_87	bigearthnet_train_p0.hdf5	70
S2A_MSIL2A_20170717T113321_35_88	bigearthnet_train_p0.hdf5	71
S2A_MSIL2A_20170717T113321_35_90	bigearthnet_train_p0.hdf5	72
S2A_MSIL2A_20170717T113321_36_74	bigearthnet_train_p0.hdf5	73
S2A_MSIL2A_20170717T113321_36_75	bigearthnet_train_p0.hdf5	74
S2A_MSIL2A_20170717T113321_36_77	bigearthnet_train_p0.hdf5	75
S2A_MSIL2A_20170717T113321_36_80	bigearthnet_train_p0.hdf5	76
S2A_MSIL2A_20170717T113321_36_81	bigearthnet_train_p0.hdf5	77
S2A_MSIL2A_20170717T113321_36_84	bigearthnet_train_p0.hdf5	78
S2A_MSIL2A_20170717T113321_36_86	bigearthnet_train_p0.hdf5	79
S2A_MSIL2A_20170717T113321_36_87	bigearthnet_train_p0.hdf5	80
S2A_MSIL2A_20170717T113321_36_89	bigearthnet_train_p0.hdf5	81
S2A_MSIL2A_20170717T113321_36_90	bigearthnet_train_p0.hdf5	82
S2A_MSIL2A_20170717T113321_37_77	bigearthnet_train_p0.hdf5	83
S2A_MSIL2A_20170717T113321_37_78	bigearthnet_train_p0.hdf5	84
S2A_MSIL2A_20170717T113321_37_79	bigearthnet_train_p0.hdf5	85
S2A_MSIL2A_20170717T113321_37_82	bigearthnet_train_p0.hdf5	86
S2A_MSIL2A_20170717T113321_37_83	bigearthnet_train_p0.hdf5	87
S2A_MSIL2A_20170717T113321_37_84	bigearthnet_train_p0.hdf5	88
S2A_MSIL2A_20170717T113321_37_88	bigearthnet_train_p0.hdf5	89
S2A_MSIL2A_20170717T113321_37_90	bigearthnet_train_p0.hdf5	90
S2A_MSIL2A_20170717T113321_38_76	bigearthnet_train_p0.hdf5	91
S2A_MSIL2A_20170717T113321_38_78	bigearthnet_train_p0.hdf5	92
S2A_MSIL2A_20170717T113321_38_79	bigearthnet_train_p0.hdf5	93
S2A_MSIL2A_20170717T113321_38_81	bigearthnet_train_p0.hdf5	94
S2A_MSIL2A_20170717T113321_38_82	bigearthnet_train_p0.hdf5	95
S2A_MSIL2A_20170717T113321_38_83	bigearthnet_train_p0.hdf5	96
S2A_MSIL2A_20170717T113321_38_84	bigearthnet_train_p0.hdf5	97
S2A_MSIL2A_20170717T113321_38_87	bigearthnet_train_p0.hdf5	98
S2A_MSIL2A_20170717T113321_38_88	bigearthnet_train_p0.hdf5	99

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BigEarthNet - HDF5 version

This repository contains an export of the existing BigEarthNet dataset in HDF5 format. All Sentinel-2 acquisitions are exported according to TorchGeo's dataset (120x120 pixels resolution). Sentinel-1 is not contained in this repository for the moment.

CSV files contain for each satellite acquisition the corresponding HDF5 file and the index. A PyTorch dataset class which can be used to iterate over this dataset can be found here, as well as the script used to convert it into HDF5 format.

Downloads last month: 125

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Size of the auto-converted Parquet files:

6.58 MB

Number of rows:

519,284