69 lines
4.4 KiB
Plaintext
69 lines
4.4 KiB
Plaintext
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INFO:mylog:sysdir: D:\estar-proj\microproduct-l-sar\landcover-L-SAR
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INFO:mylog:init algXML succeed
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INFO:mylog:create new workspace success!
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INFO:mylog:check_source success!
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INFO:root:scope0:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
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INFO:root:scope1:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
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INFO:root:scope roi :[(130.58930555555554, 47.428472222222226), (130.58930555555554, 47.875416666666666), (131.11458333333331, 47.875416666666666), (131.11458333333331, 47.428472222222226)]
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INFO:mylog:cut sim_ori success!
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INFO:mylog:preprocess_handle success!
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INFO:mylog:1,water,num:89608
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INFO:mylog:max number =10000, random select10000 point as train data!
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INFO:mylog:2,road,num:148509
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INFO:mylog:max number =10000, random select10000 point as train data!
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INFO:mylog:3,crop,num:45047
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INFO:mylog:max number =10000, random select10000 point as train data!
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INFO:mylog:read csv data success!
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INFO:mylog:progress bar: 20%
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INFO:mylog:S2 to T3 success!
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INFO:mylog:refine_lee filter success!
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INFO:mylog:progress bar: 30%
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INFO:mylog:Freeman successful
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INFO:mylog:Yamaguchi successful
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INFO:root:feature_tif_paths:{'Freeman_Dbl': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Dbl.tif', 'Freeman_Odd': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Odd.tif', 'Freeman_Vol': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Vol.tif', 'Yamaguchi4_Dbl': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Dbl.tif', 'Yamaguchi4_Hlx': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Hlx.tif', 'Yamaguchi4_Odd': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Odd.tif', 'Yamaguchi4_Vol': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Vol.tif'}
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INFO:mylog:decompose feature success!
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INFO:mylog:progress bar: 50%
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INFO:mylog:feature_list:['0: Freeman_Dbl_geo.tif', '1: Freeman_Odd_geo.tif', '2: Freeman_Vol_geo.tif', '3: HH_cal_geo.tif', '4: HV_cal_geo.tif', '5: VH_cal_geo.tif', '6: VV_cal_geo.tif', '7: Yamaguchi4_Dbl_geo.tif', '8: Yamaguchi4_Hlx_geo.tif', '9: Yamaguchi4_Odd_geo.tif', '10: Yamaguchi4_Vol_geo.tif']
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INFO:mylog:gene_train_set success!
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INFO:mylog:importances:[0.01412884 0.07507139 0.19282871 0.09425074 0.08127264 0.0800713
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0.09279422 0.03571493 0.08148785 0.10983892 0.14254045],threshold=0.07
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INFO:mylog:optimal_feature:[2, 10, 9, 3, 6, 8, 4, 5, 1]
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INFO:mylog:correlation_map:
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[[0. 0.89974759 0.35986712 0.53728706 0.54356051 0.53799063
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0.67882997 0.65708663 0.14666917]
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[0. 0. 0.20476747 0.44040511 0.43246559 0.33815793
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0.65350952 0.6342519 0.08000724]
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[0. 0. 0. 0.78989342 0.80393551 0.06189867
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0.05506056 0.03791309 0.93682793]
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[0. 0. 0. 0. 0.75517487 0.11551733
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0.23950707 0.22443111 0.71684797]
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[0. 0. 0. 0. 0. 0.09838501
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0.22526131 0.21092207 0.7125749 ]
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[0. 0. 0. 0. 0. 0.
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0.54144962 0.53694689 0.11393226]
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[0. 0. 0. 0. 0. 0.
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0. 0.67117044 0.02858808]
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[0. 0. 0. 0. 0. 0.
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0. 0. 0.03978259]
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[0. 0. 0. 0. 0. 0.
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0. 0. 0. ]]
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INFO:mylog:validity_list_corr:[2 9 3 6 8 4 5]
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INFO:mylog:[2 9 3 6 8 4 5]
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INFO:mylog:train_feature:['2: Freeman_Vol_geo.tif' '9: Yamaguchi4_Odd_geo.tif' '3: HH_cal_geo.tif'
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'6: VV_cal_geo.tif' '8: Yamaguchi4_Hlx_geo.tif' '4: HV_cal_geo.tif'
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'5: VH_cal_geo.tif']
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INFO:mylog:RF trainning
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INFO:mylog:RF train successful
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INFO:mylog:progress bar: 60%
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INFO:mylog:block size is :3072
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INFO:mylog:test_feature:dict_keys(['Freeman_Vol_geo', 'HH_cal_geo', 'HV_cal_geo', 'VH_cal_geo', 'VV_cal_geo', 'Yamaguchi4_Hlx_geo', 'Yamaguchi4_Odd_geo'])
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INFO:mylog:blocking tifs success!
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INFO:mylog:create features matrix success!
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INFO:mylog:testing
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INFO:mylog:test success!
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INFO:mylog:progress bar: 95%
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INFO:mylog:trans_tif2mask success, path: D:\micro\LWork\LandCover\Temporary\processing\tif_mask.tif
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INFO:mylog:create ROI image success!
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INFO:mylog:process_handle success!
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INFO:mylog:successful production of LandCover products!
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