calvdb / splits /normalisation_stats.json
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{
"sdt": {
"mean": -644.9653845827459,
"std": 1233.4388773227206
},
"displacement": {
"std": 188.86422426074895
},
"imagery": {
"mean": [
0.6775116489140202,
0.6479252857560123,
0.6292275369700555,
0.6147622021905808,
0.33447833718727205
],
"std": [
0.49087905913494223,
0.48505760250481417,
0.4887446636218839,
0.49627007155042124,
0.30571461011305856
]
},
"geophys": {
"mean": [
28.681493822075744,
95.66465849465064,
68.38291440293754,
97.00590692070406,
0.1055584409322224,
0.7812894917587591
],
"std": [
123.71490592674853,
115.9925546684812,
86.82945488078242,
491.80517275289793,
0.19281776665407035,
0.4133717733383329
]
},
"climate": {
"mean": [
9.052141331710166,
1.4274809548846135
],
"std": [
12.071466009123464,
1.9020925867152108
]
},
"meta": {
"n_samples_requested": 2000,
"n_samples_used": 866,
"n_total_train": 866,
"seed": 0,
"n_sdt_seen": 866,
"n_img_seen": 866,
"n_geo_seen": 866,
"n_clm_seen": 866,
"img_channel_order": [
"blue",
"green",
"red",
"nir",
"swir1"
],
"geophys_channel_order": [
"bed_elevation",
"surface_elevation",
"thickness",
"velocity",
"strain_rate",
"ice_fjord_mask"
],
"climate_channel_order": [
"mar_runoff",
"ocean_temp"
]
}
}