| { |
| "input_stats": { |
| "image": { |
| "band_names": [ |
| "B02", |
| "B03", |
| "B04", |
| "B8A", |
| "B11", |
| "B12" |
| ], |
| "normalization_mode": "satmae", |
| "mean": [ |
| 72.37596893310547, |
| 83.18157196044922, |
| 77.08615112304688, |
| 123.54248809814453, |
| 91.0483627319336, |
| 74.30965423583984 |
| ], |
| "std": [ |
| 16.283872604370117, |
| 15.358670234680176, |
| 16.666454315185547, |
| 16.948505401611328, |
| 14.280086517333984, |
| 13.285399436950684 |
| ], |
| "var": [ |
| 265.1645202636719, |
| 235.88876342773438, |
| 277.77069091796875, |
| 287.2518310546875, |
| 203.92088317871094, |
| 176.5018310546875 |
| ], |
| "min": [ |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0 |
| ], |
| "max": [ |
| 255.0, |
| 255.0, |
| 255.0, |
| 250.0, |
| 255.0, |
| 255.0 |
| ], |
| "count": 6464.0, |
| "histograms": [ |
| [ |
| 1803700.0, |
| 1855583.0, |
| 1960990.0, |
| 4097530.0, |
| 3195820.0, |
| 4258040.0, |
| 2224129.0, |
| 2670738.0, |
| 1429574.0, |
| 1717228.0, |
| 1189814.0, |
| 575131.0, |
| 647414.0, |
| 327901.0, |
| 361171.0, |
| 191232.0, |
| 235958.0, |
| 141003.0, |
| 232051.0, |
| 166170.0, |
| 279022.0, |
| 277187.0, |
| 120799.0, |
| 118369.0, |
| 56619160.0, |
| 66067320.0, |
| 74939488.0, |
| 123582944.0, |
| 58180268.0, |
| 94718608.0, |
| 63142784.0, |
| 30627870.0, |
| 27144358.0, |
| 13873917.0, |
| 13152977.0, |
| 5253268.0, |
| 8034724.0, |
| 5738631.0, |
| 9100117.0, |
| 7377772.0, |
| 8178890.0, |
| 5468012.0, |
| 1770576.0, |
| 2425712.0, |
| 1226712.0, |
| 1229634.0, |
| 686531.0, |
| 705469.0, |
| 268691.0, |
| 460242.0, |
| 385235.0, |
| 239056.0, |
| 252742.0, |
| 106802.0, |
| 184159.0, |
| 123584.0, |
| 131745.0, |
| 83411.0, |
| 95904.0, |
| 42705.0, |
| 76523.0, |
| 66413.0, |
| 44004.0, |
| 53142.0, |
| 35596.0, |
| 42598.0, |
| 20337.0, |
| 36372.0, |
| 25003.0, |
| 30408.0, |
| 28006.0, |
| 19406.0, |
| 24009.0, |
| 11191.0, |
| 21067.0, |
| 14733.0, |
| 18474.0, |
| 8632.0, |
| 16360.0, |
| 11381.0, |
| 14678.0, |
| 13333.0, |
| 9553.0, |
| 11577.0, |
| 5575.0, |
| 10350.0, |
| 7337.0, |
| 9301.0, |
| 6599.0, |
| 8298.0, |
| 7650.0, |
| 3644.0, |
| 6838.0, |
| 4753.0, |
| 5893.0, |
| 4129.0, |
| 4969.0, |
| 2421.0, |
| 4627.0, |
| 46184.0 |
| ], |
| [ |
| 25452.0, |
| 39623.0, |
| 55682.0, |
| 180871.0, |
| 282757.0, |
| 792233.0, |
| 1042313.0, |
| 2081679.0, |
| 1697083.0, |
| 2911102.0, |
| 3190215.0, |
| 2179381.0, |
| 3357016.0, |
| 2166337.0, |
| 2853302.0, |
| 1541273.0, |
| 1739030.0, |
| 855476.0, |
| 929758.0, |
| 440351.0, |
| 487287.0, |
| 369909.0, |
| 194515.0, |
| 227509.0, |
| 1828147.0, |
| 3320501.0, |
| 5495972.0, |
| 17412100.0, |
| 16365719.0, |
| 57063932.0, |
| 88409816.0, |
| 74738416.0, |
| 96449736.0, |
| 64880704.0, |
| 75844784.0, |
| 33180006.0, |
| 50325516.0, |
| 26233036.0, |
| 22267816.0, |
| 11160274.0, |
| 10435370.0, |
| 7114031.0, |
| 2501536.0, |
| 3876870.0, |
| 2138932.0, |
| 2149477.0, |
| 1282661.0, |
| 1391727.0, |
| 583377.0, |
| 1042548.0, |
| 836048.0, |
| 557939.0, |
| 609653.0, |
| 269416.0, |
| 453568.0, |
| 283876.0, |
| 305433.0, |
| 199376.0, |
| 235451.0, |
| 103528.0, |
| 184677.0, |
| 158469.0, |
| 103227.0, |
| 120692.0, |
| 81387.0, |
| 93245.0, |
| 43038.0, |
| 77536.0, |
| 51636.0, |
| 60948.0, |
| 53215.0, |
| 34828.0, |
| 41570.0, |
| 18648.0, |
| 34147.0, |
| 23403.0, |
| 28428.0, |
| 12930.0, |
| 24011.0, |
| 16408.0, |
| 20246.0, |
| 17943.0, |
| 12804.0, |
| 15618.0, |
| 7464.0, |
| 13310.0, |
| 9465.0, |
| 11792.0, |
| 8322.0, |
| 10134.0, |
| 9299.0, |
| 4369.0, |
| 8307.0, |
| 5869.0, |
| 7247.0, |
| 4846.0, |
| 6152.0, |
| 3013.0, |
| 5618.0, |
| 56264.0 |
| ], |
| [ |
| 109240.0, |
| 233199.0, |
| 431427.0, |
| 1722824.0, |
| 1903702.0, |
| 3375275.0, |
| 2292825.0, |
| 3557692.0, |
| 2285463.0, |
| 3157678.0, |
| 2630443.0, |
| 1364457.0, |
| 1668243.0, |
| 871673.0, |
| 1019830.0, |
| 542438.0, |
| 636832.0, |
| 349039.0, |
| 429531.0, |
| 220783.0, |
| 266540.0, |
| 209848.0, |
| 118807.0, |
| 154178.0, |
| 6471529.0, |
| 20033036.0, |
| 39270816.0, |
| 96234504.0, |
| 57937304.0, |
| 107740744.0, |
| 88817280.0, |
| 56362896.0, |
| 59832752.0, |
| 32946548.0, |
| 32062956.0, |
| 12372212.0, |
| 18283084.0, |
| 10137198.0, |
| 9729102.0, |
| 5446617.0, |
| 5462263.0, |
| 4202821.0, |
| 1707814.0, |
| 2860174.0, |
| 1745846.0, |
| 1981989.0, |
| 1223180.0, |
| 1354723.0, |
| 582657.0, |
| 1035801.0, |
| 856199.0, |
| 576186.0, |
| 697720.0, |
| 325612.0, |
| 593817.0, |
| 408322.0, |
| 494970.0, |
| 319634.0, |
| 365846.0, |
| 157002.0, |
| 273419.0, |
| 236690.0, |
| 154957.0, |
| 185495.0, |
| 125075.0, |
| 149278.0, |
| 70209.0, |
| 125872.0, |
| 83180.0, |
| 98922.0, |
| 88196.0, |
| 59205.0, |
| 71632.0, |
| 31947.0, |
| 58962.0, |
| 40093.0, |
| 48375.0, |
| 21641.0, |
| 41295.0, |
| 27897.0, |
| 33547.0, |
| 28208.0, |
| 19543.0, |
| 22995.0, |
| 10998.0, |
| 18684.0, |
| 13356.0, |
| 15924.0, |
| 10576.0, |
| 12948.0, |
| 11616.0, |
| 5286.0, |
| 10015.0, |
| 6808.0, |
| 8515.0, |
| 5574.0, |
| 7163.0, |
| 3564.0, |
| 6299.0, |
| 60915.0 |
| ], |
| [ |
| 3303.0, |
| 5716.0, |
| 6528.0, |
| 10128.0, |
| 7993.0, |
| 13933.0, |
| 10297.0, |
| 18349.0, |
| 14186.0, |
| 24479.0, |
| 31320.0, |
| 25758.0, |
| 46864.0, |
| 39705.0, |
| 71122.0, |
| 58496.0, |
| 98113.0, |
| 74866.0, |
| 128757.0, |
| 104307.0, |
| 207670.0, |
| 320756.0, |
| 343743.0, |
| 736416.0, |
| 1529366.0, |
| 4336347.0, |
| 3571289.0, |
| 3880011.0, |
| 1802434.0, |
| 2862836.0, |
| 2873524.0, |
| 2134625.0, |
| 3429543.0, |
| 2779775.0, |
| 4508458.0, |
| 2999852.0, |
| 5716092.0, |
| 4517395.0, |
| 6875545.0, |
| 5940970.0, |
| 10336419.0, |
| 15071713.0, |
| 10139707.0, |
| 26560568.0, |
| 25822864.0, |
| 41967084.0, |
| 37230820.0, |
| 57837508.0, |
| 31852230.0, |
| 66550188.0, |
| 69170336.0, |
| 50760100.0, |
| 60980632.0, |
| 25943216.0, |
| 41966308.0, |
| 23022552.0, |
| 21414636.0, |
| 10680093.0, |
| 9287023.0, |
| 3103106.0, |
| 4116535.0, |
| 2436541.0, |
| 1161113.0, |
| 1014145.0, |
| 515472.0, |
| 474614.0, |
| 174336.0, |
| 259935.0, |
| 135341.0, |
| 124912.0, |
| 81145.0, |
| 44620.0, |
| 40622.0, |
| 15343.0, |
| 20088.0, |
| 7599.0, |
| 3646.0, |
| 988.0, |
| 1182.0, |
| 582.0, |
| 430.0, |
| 286.0, |
| 138.0, |
| 120.0, |
| 56.0, |
| 92.0, |
| 28.0, |
| 32.0, |
| 14.0, |
| 16.0, |
| 10.0, |
| 4.0, |
| 4.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 4.0, |
| 0.0 |
| ], |
| [ |
| 11024.0, |
| 29060.0, |
| 22836.0, |
| 34639.0, |
| 23384.0, |
| 40010.0, |
| 59273.0, |
| 600500.0, |
| 842219.0, |
| 887085.0, |
| 747451.0, |
| 545469.0, |
| 1020232.0, |
| 1077736.0, |
| 2481708.0, |
| 2193019.0, |
| 3520667.0, |
| 2305150.0, |
| 3076958.0, |
| 1790547.0, |
| 2247279.0, |
| 1803712.0, |
| 993775.0, |
| 1125612.0, |
| 2380056.0, |
| 8905841.0, |
| 3430610.0, |
| 2998725.0, |
| 1572393.0, |
| 4763279.0, |
| 18027572.0, |
| 28054408.0, |
| 57860344.0, |
| 54518744.0, |
| 79047368.0, |
| 41036144.0, |
| 85591216.0, |
| 62240072.0, |
| 72282480.0, |
| 43197992.0, |
| 42533136.0, |
| 28331804.0, |
| 9943614.0, |
| 13930459.0, |
| 6666289.0, |
| 5843390.0, |
| 2926517.0, |
| 2756782.0, |
| 1021480.0, |
| 1541203.0, |
| 1143261.0, |
| 650149.0, |
| 609818.0, |
| 223818.0, |
| 338480.0, |
| 172900.0, |
| 155919.0, |
| 80537.0, |
| 76298.0, |
| 28516.0, |
| 41540.0, |
| 27637.0, |
| 14292.0, |
| 13509.0, |
| 7038.0, |
| 6630.0, |
| 2582.0, |
| 3713.0, |
| 2184.0, |
| 2138.0, |
| 1670.0, |
| 933.0, |
| 870.0, |
| 320.0, |
| 548.0, |
| 311.0, |
| 234.0, |
| 82.0, |
| 110.0, |
| 52.0, |
| 104.0, |
| 40.0, |
| 32.0, |
| 20.0, |
| 16.0, |
| 40.0, |
| 24.0, |
| 16.0, |
| 8.0, |
| 16.0, |
| 24.0, |
| 4.0, |
| 12.0, |
| 16.0, |
| 16.0, |
| 16.0, |
| 12.0, |
| 0.0, |
| 16.0, |
| 188.0 |
| ], |
| [ |
| 37673.0, |
| 102262.0, |
| 470548.0, |
| 2030521.0, |
| 1538946.0, |
| 4182479.0, |
| 3713956.0, |
| 5177970.0, |
| 2774311.0, |
| 3106207.0, |
| 2124140.0, |
| 1045263.0, |
| 1183638.0, |
| 603325.0, |
| 678262.0, |
| 347475.0, |
| 424209.0, |
| 207778.0, |
| 229005.0, |
| 117736.0, |
| 126902.0, |
| 82618.0, |
| 40656.0, |
| 46358.0, |
| 2270574.0, |
| 11684479.0, |
| 16613627.0, |
| 117552184.0, |
| 85820592.0, |
| 157209856.0, |
| 112372680.0, |
| 53944224.0, |
| 46926024.0, |
| 23020188.0, |
| 20425120.0, |
| 7096580.0, |
| 9980878.0, |
| 4805137.0, |
| 4232711.0, |
| 2150898.0, |
| 1994779.0, |
| 1384224.0, |
| 514479.0, |
| 743799.0, |
| 355140.0, |
| 311566.0, |
| 165368.0, |
| 158859.0, |
| 58438.0, |
| 88636.0, |
| 59906.0, |
| 32680.0, |
| 32716.0, |
| 12814.0, |
| 19570.0, |
| 11225.0, |
| 11218.0, |
| 6459.0, |
| 6801.0, |
| 2773.0, |
| 4099.0, |
| 2859.0, |
| 1812.0, |
| 2060.0, |
| 1136.0, |
| 1028.0, |
| 428.0, |
| 575.0, |
| 264.0, |
| 366.0, |
| 218.0, |
| 162.0, |
| 182.0, |
| 60.0, |
| 164.0, |
| 148.0, |
| 142.0, |
| 70.0, |
| 158.0, |
| 68.0, |
| 64.0, |
| 90.0, |
| 60.0, |
| 84.0, |
| 56.0, |
| 82.0, |
| 62.0, |
| 60.0, |
| 50.0, |
| 66.0, |
| 48.0, |
| 24.0, |
| 46.0, |
| 40.0, |
| 76.0, |
| 34.0, |
| 22.0, |
| 48.0, |
| 60.0, |
| 1390.0 |
| ] |
| ], |
| "histogram_bins": [ |
| 0.0, |
| 2.549999952316284, |
| 5.099999904632568, |
| 7.649999618530273, |
| 10.199999809265137, |
| 12.75, |
| 15.299999237060547, |
| 17.850000381469727, |
| 20.399999618530273, |
| 22.94999885559082, |
| 25.5, |
| 28.049999237060547, |
| 30.599998474121094, |
| 33.14999771118164, |
| 35.70000076293945, |
| 38.25, |
| 40.79999923706055, |
| 43.349998474121094, |
| 45.89999771118164, |
| 48.45000076293945, |
| 51.0, |
| 53.54999923706055, |
| 56.099998474121094, |
| 58.64999771118164, |
| 61.19999694824219, |
| 63.75, |
| 66.29999542236328, |
| 68.8499984741211, |
| 71.4000015258789, |
| 73.94999694824219, |
| 76.5, |
| 79.04999542236328, |
| 81.5999984741211, |
| 84.1500015258789, |
| 86.69999694824219, |
| 89.25, |
| 91.79999542236328, |
| 94.3499984741211, |
| 96.9000015258789, |
| 99.44999694824219, |
| 102.0, |
| 104.54999542236328, |
| 107.0999984741211, |
| 109.6500015258789, |
| 112.19999694824219, |
| 114.75, |
| 117.29999542236328, |
| 119.8499984741211, |
| 122.39999389648438, |
| 124.94999694824219, |
| 127.5, |
| 130.0500030517578, |
| 132.60000610351562, |
| 135.15000915527344, |
| 137.6999969482422, |
| 140.25, |
| 142.8000030517578, |
| 145.35000610351562, |
| 147.90000915527344, |
| 150.4499969482422, |
| 153.0, |
| 155.5500030517578, |
| 158.10000610351562, |
| 160.65000915527344, |
| 163.1999969482422, |
| 165.75, |
| 168.3000030517578, |
| 170.85000610351562, |
| 173.39999389648438, |
| 175.9499969482422, |
| 178.5, |
| 181.0500030517578, |
| 183.60000610351562, |
| 186.14999389648438, |
| 188.6999969482422, |
| 191.25, |
| 193.8000030517578, |
| 196.35000610351562, |
| 198.89999389648438, |
| 201.4499969482422, |
| 204.0, |
| 206.5500030517578, |
| 209.10000610351562, |
| 211.64999389648438, |
| 214.1999969482422, |
| 216.75, |
| 219.3000030517578, |
| 221.85000610351562, |
| 224.39999389648438, |
| 226.9499969482422, |
| 229.5, |
| 232.0500030517578, |
| 234.60000610351562, |
| 237.14999389648438, |
| 239.6999969482422, |
| 242.25, |
| 244.8000030517578, |
| 247.35000610351562, |
| 249.89999389648438, |
| 252.4499969482422, |
| 255.0 |
| ], |
| "pct_02": [ |
| 17.0, |
| 34.0, |
| 25.0, |
| 70.0, |
| 43.0, |
| 18.0 |
| ], |
| "pct_98": [ |
| 105.0, |
| 110.0, |
| 112.0, |
| 150.0, |
| 115.0, |
| 95.0 |
| ], |
| "shift_offsets": [ |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0 |
| ], |
| "norm_mean": [ |
| 0.5098365545272827, |
| 0.5079721212387085, |
| 0.5043051838874817, |
| 0.5106467008590698, |
| 0.509440541267395, |
| 0.5180664658546448 |
| ], |
| "norm_std": [ |
| 0.18170644342899323, |
| 0.18197956681251526, |
| 0.17891700565814972, |
| 0.21396926045417786, |
| 0.200953871011734, |
| 0.16362304985523224 |
| ], |
| "norm_var": [ |
| 0.03301721811294556, |
| 0.033116549253463745, |
| 0.03201128542423248, |
| 0.04578283429145813, |
| 0.040382444858551025, |
| 0.02677249163389206 |
| ] |
| } |
| }, |
| "target_stats": { |
| "class_counts": [ |
| 1348.0, |
| 924.0, |
| 472.0, |
| 572.0, |
| 1420.0, |
| 476.0, |
| 328.0, |
| 192.0, |
| 96.0, |
| 156.0, |
| 284.0, |
| 196.0 |
| ], |
| "total_samples": 6464, |
| "num_classes": 12, |
| "class_frequencies": [ |
| 0.20853960514068604, |
| 0.1429455429315567, |
| 0.07301980257034302, |
| 0.08849009871482849, |
| 0.21967820823192596, |
| 0.07363861054182053, |
| 0.05074257403612137, |
| 0.029702968895435333, |
| 0.014851484447717667, |
| 0.02413366362452507, |
| 0.04393564164638519, |
| 0.03032178245484829 |
| ], |
| "multi_label": false, |
| "class_names": [ |
| "Oil palm plantation", |
| "Timber plantation", |
| "Other large-scale plantations", |
| "Grassland/shrubland", |
| "Small-scale agriculture", |
| "Small-scale mixed plantation", |
| "Small-scale oil palm plantation", |
| "Mining", |
| "Fish pond", |
| "Logging road", |
| "Secondary forest", |
| "Other" |
| ] |
| } |
| } |
