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Prithvi-100M

Pytorch
Geospatial
Temporal ViT
Vit
Model card Files Community
23
Prithvi-100M
File size: 833 Bytes 
69e4896
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
    "num_frames": 3,
    "img_size": 224,
    "bands": [
        "B02",
        "B03",
        "B04",
        "B05",
        "B06",
        "B07"
    ],
    "random_cropping": true,
    "data_loader_num_workers": 1,
    "depth": 12,
    "decoder_depth": 8,
    "patch_size": 16,
    "embed_dim": 768,
    "decoder_embed_dim": 512,
    "num_heads": 12,
    "decoder_num_heads": 16,
    "mask_ratio": 0.75,
    "tubelet_size": 1,
    "data_mean": [
        775.2290211032589,
        1080.992780391705,
        1228.5855250417867,
        2497.2022620507532,
        2204.2139147975554,
        1610.8324823273745
    ],
    "data_std": [
        1281.526139861424,
        1270.0297974547493,
        1399.4802505642526,
        1368.3446143747644,
        1291.6764008585435,
        1154.505683480695
    ],
    "batch_size": 16
}