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oscd-siamese-changeformer

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oscd-siamese-changeformer
File size: 2,035 Bytes
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{
  "architecture": "SiameseChangeUNet",
  "encoder": "resnet18_13band_multiscale",
  "decoder": "unet_skip_connections",
  "in_channels": 13,
  "patch_size": 96,
  "patch_stride": 64,
  "oscd_band_mean": [
    1469.673095703125,
    1240.4564208984375,
    1143.5125732421875,
    1076.29443359375,
    1260.4105224609375,
    1877.2703857421875,
    2158.6494140625,
    2069.39013671875,
    2327.846435546875,
    581.4182739257812,
    11.241181373596191,
    1836.6246337890625,
    1250.580810546875
  ],
  "oscd_band_std": [
    157.04257202148438,
    263.3941650390625,
    320.8998107910156,
    440.27325439453125,
    372.97784423828125,
    586.8977661132812,
    724.9223022460938,
    760.6281127929688,
    824.2076416015625,
    243.46046447753906,
    2.04264760017395,
    668.1251220703125,
    548.2511596679688
  ],
  "eurosat_band_mean": [
    1352.140869140625,
    1112.2225341796875,
    1032.08544921875,
    930.7916870117188,
    1182.2493896484375,
    1980.732421875,
    2348.39697265625,
    2275.65478515625,
    719.4061279296875,
    11.876623153686523,
    1798.3785400390625,
    1099.1890869140625,
    2572.957275390625
  ],
  "eurosat_band_std": [
    248.9293670654297,
    335.8660888671875,
    399.6529846191406,
    596.6416625976562,
    570.1781616210938,
    869.0994262695312,
    1094.1373291015625,
    1124.0855712890625,
    402.0474853515625,
    4.512669086456299,
    998.8739624023438,
    755.1848754882812,
    1241.9539794921875
  ],
  "eurosat_class_names": [
    "AnnualCrop",
    "Forest",
    "HerbaceousVegetation",
    "Highway",
    "Industrial",
    "Pasture",
    "PermanentCrop",
    "Residential",
    "River",
    "SeaLake"
  ],
  "eurosat_test_accuracy": 0.9753040914117214,
  "change_test_iou": 0.3699774388095695,
  "change_test_f1": 0.5182904165194644,
  "change_best_checkpoint_iou": 0.3700964571679302,
  "change_best_checkpoint_f1": 0.5184207898931784,
  "img1_key": "image1",
  "img2_key": "image2",
  "mask_key": "mask",
  "mask_positive_value": null
}