Detailled semantic labeling (2D) result


Name T. Speldekamp and C. Fries
Affiliation University of Twente, The Netherlands
Abbreviation UT_Mev
Strategy (u)nsupervised, (s)upervised, (h)ybrid u


Overall statistics, reference set: full_reference


Number of non processed tiles by this participant: 0
↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.870
0.065
0.046
0.010
0.006
0.003
building
0.060
0.893
0.004
0.017
0.022
0.003
low_veg
0.150
0.068
0.698
0.082
0.001
0.000
tree
0.043
0.040
0.192
0.725
0.000
0.000
car
0.830
0.063
0.015
0.003
0.083
0.006
clutter
0.726
0.219
0.014
0.002
0.032
0.007
Precision/Correctness
0.763
0.839
0.724
0.868
0.117
0.032
Recall/Completeness
0.870
0.893
0.698
0.725
0.083
0.007
F1
0.813
0.865
0.711
0.790
0.097
0.011

Overall accuracy 0.788

Overall statistics, reference set: no_boundary


Number of non processed tiles by this participant: 0
↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.903
0.051
0.032
0.005
0.006
0.003
building
0.053
0.903
0.003
0.015
0.023
0.003
low_veg
0.142
0.054
0.730
0.072
0.001
0.000
tree
0.034
0.034
0.173
0.759
0.000
0.000
car
0.816
0.068
0.010
0.002
0.098
0.006
clutter
0.730
0.221
0.010
0.000
0.032
0.006
Precision/Correctness
0.791
0.871
0.760
0.892
0.100
0.030
Recall/Completeness
0.903
0.903
0.730
0.759
0.098
0.006
F1
0.843
0.887
0.745
0.820
0.099
0.011

Overall accuracy 0.818
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8960
0.0400
0.0551
0.0067
0.0023
0.0000
building
0.0347
0.9493
0.0082
0.0062
0.0002
0.0014
low_veg
0.2390
0.0814
0.5963
0.0825
0.0007
0.0000
tree
0.0488
0.0662
0.1501
0.7348
0.0000
0.0000
car
0.8981
0.0160
0.0141
0.0010
0.0705
0.0003
clutter
0.8239
0.1597
0.0030
0.0031
0.0000
0.0104
Precision/Correctness
0.675
0.815
0.733
0.886
0.582
0.355
Recall/Completeness
0.896
0.949
0.596
0.735
0.070
0.010
F1
0.770
0.877
0.658
0.803
0.126
0.020

Overall accuracy 0.766

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9323
0.0313
0.0322
0.0019
0.0022
0.0000
building
0.0268
0.9602
0.0071
0.0043
0.0001
0.0015
low_veg
0.2390
0.0659
0.6165
0.0778
0.0007
0.0000
tree
0.0369
0.0604
0.1329
0.7697
0.0000
0.0000
car
0.8900
0.0174
0.0102
0.0001
0.0820
0.0002
clutter
0.8413
0.1471
0.0009
0.0001
0.0000
0.0107
Precision/Correctness
0.697
0.845
0.775
0.905
0.571
0.370
Recall/Completeness
0.932
0.960
0.617
0.770
0.082
0.011
F1
0.797
0.899
0.687
0.832
0.143
0.021

Overall accuracy 0.795

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8295
0.1553
0.0072
0.0048
0.0018
0.0015
building
0.0656
0.9144
0.0022
0.0040
0.0001
0.0137
low_veg
0.3105
0.1980
0.2789
0.2126
0.0000
0.0001
tree
0.0748
0.1274
0.0887
0.7090
0.0000
0.0001
car
0.8692
0.0702
0.0054
0.0006
0.0509
0.0037
clutter
--
--
--
--
--
--
Precision/Correctness
0.784
0.893
0.618
0.721
0.564
--
Recall/Completeness
0.830
0.914
0.279
0.709
0.051
--
F1
0.806
0.904
0.384
0.715
0.093
--

Overall accuracy 0.836

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8700
0.1199
0.0041
0.0027
0.0019
0.0014
building
0.0580
0.9225
0.0022
0.0030
0.0001
0.0141
low_veg
0.2996
0.1670
0.3097
0.2237
0.0000
0.0000
tree
0.0529
0.1193
0.0818
0.7460
0.0000
0.0000
car
0.8630
0.0645
0.0031
0.0004
0.0644
0.0047
clutter
--
--
--
--
--
--
Precision/Correctness
0.810
0.920
0.662
0.753
0.542
--
Recall/Completeness
0.870
0.923
0.310
0.746
0.064
--
F1
0.839
0.921
0.422
0.749
0.115
--

Overall accuracy 0.864

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8298
0.1173
0.0336
0.0050
0.0140
0.0004
building
0.0396
0.9470
0.0040
0.0076
0.0009
0.0010
low_veg
0.1066
0.1200
0.6344
0.1386
0.0004
0.0000
tree
0.0309
0.0232
0.1235
0.8223
0.0001
0.0000
car
0.8450
0.0551
0.0092
0.0007
0.0871
0.0029
clutter
--
--
--
--
--
--
Precision/Correctness
0.818
0.862
0.597
0.927
0.267
--
Recall/Completeness
0.830
0.947
0.634
0.822
0.087
--
F1
0.824
0.902
0.615
0.872
0.131
--

Overall accuracy 0.833

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8725
0.0902
0.0212
0.0012
0.0146
0.0003
building
0.0337
0.9573
0.0031
0.0042
0.0008
0.0009
low_veg
0.0956
0.0988
0.6778
0.1275
0.0003
0.0000
tree
0.0216
0.0176
0.1114
0.8494
0.0000
0.0000
car
0.8415
0.0463
0.0054
0.0001
0.1042
0.0025
clutter
--
--
--
--
--
--
Precision/Correctness
0.852
0.897
0.625
0.947
0.245
--
Recall/Completeness
0.873
0.957
0.678
0.849
0.104
--
F1
0.862
0.926
0.651
0.895
0.146
--

Overall accuracy 0.866

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8599
0.0848
0.0466
0.0066
0.0012
0.0008
building
0.0403
0.9499
0.0012
0.0063
0.0005
0.0018
low_veg
0.1374
0.0569
0.7683
0.0369
0.0004
0.0001
tree
0.0430
0.0546
0.1452
0.7571
0.0001
0.0000
car
0.8402
0.0405
0.0206
0.0031
0.0924
0.0031
clutter
--
--
--
--
--
--
Precision/Correctness
0.816
0.810
0.751
0.944
0.732
--
Recall/Completeness
0.860
0.950
0.768
0.757
0.092
--
F1
0.837
0.874
0.760
0.840
0.164
--

Overall accuracy 0.825

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8926
0.0721
0.0318
0.0017
0.0010
0.0007
building
0.0323
0.9615
0.0002
0.0042
0.0003
0.0015
low_veg
0.1239
0.0427
0.8024
0.0305
0.0004
0.0001
tree
0.0296
0.0466
0.1251
0.7987
0.0000
0.0000
car
0.8282
0.0425
0.0115
0.0031
0.1110
0.0036
clutter
--
--
--
--
--
--
Precision/Correctness
0.849
0.844
0.795
0.962
0.748
--
Recall/Completeness
0.893
0.961
0.802
0.799
0.111
--
F1
0.871
0.899
0.799
0.873
0.193
--

Overall accuracy 0.859

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8129
0.1188
0.0449
0.0143
0.0086
0.0005
building
0.0196
0.9561
0.0030
0.0189
0.0012
0.0011
low_veg
0.1630
0.1033
0.6491
0.0839
0.0007
0.0000
tree
0.0311
0.0352
0.1563
0.7774
0.0000
0.0000
car
0.8134
0.0593
0.0230
0.0006
0.0965
0.0071
clutter
--
--
--
--
--
--
Precision/Correctness
0.870
0.762
0.696
0.867
0.158
--
Recall/Completeness
0.813
0.956
0.649
0.777
0.097
--
F1
0.841
0.848
0.672
0.820
0.120
--

Overall accuracy 0.806

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8507
0.0994
0.0337
0.0067
0.0090
0.0005
building
0.0137
0.9680
0.0015
0.0148
0.0010
0.0010
low_veg
0.1629
0.0843
0.6882
0.0639
0.0006
0.0000
tree
0.0227
0.0284
0.1317
0.8173
0.0000
0.0000
car
0.7888
0.0562
0.0232
0.0000
0.1219
0.0098
clutter
--
--
--
--
--
--
Precision/Correctness
0.892
0.800
0.745
0.906
0.144
--
Recall/Completeness
0.851
0.968
0.688
0.817
0.122
--
F1
0.871
0.876
0.716
0.859
0.132
--

Overall accuracy 0.841

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8623
0.0417
0.0759
0.0153
0.0047
0.0001
building
0.1857
0.7973
0.0067
0.0091
0.0005
0.0007
low_veg
0.1412
0.0703
0.6880
0.0992
0.0012
0.0001
tree
0.0405
0.0312
0.2703
0.6580
0.0000
0.0000
car
0.8082
0.0542
0.0025
0.0008
0.1328
0.0015
clutter
--
--
--
--
--
--
Precision/Correctness
0.562
0.800
0.640
0.882
0.375
--
Recall/Completeness
0.862
0.797
0.688
0.658
0.133
--
F1
0.680
0.799
0.663
0.754
0.196
--

Overall accuracy 0.720

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8945
0.0359
0.0567
0.0078
0.0050
0.0001
building
0.1904
0.7998
0.0048
0.0040
0.0005
0.0005
low_veg
0.1389
0.0571
0.7169
0.0858
0.0012
0.0001
tree
0.0341
0.0257
0.2546
0.6856
0.0000
0.0000
car
0.7649
0.0681
0.0001
0.0000
0.1655
0.0013
clutter
--
--
--
--
--
--
Precision/Correctness
0.582
0.833
0.662
0.907
0.344
--
Recall/Completeness
0.895
0.800
0.717
0.686
0.166
--
F1
0.705
0.816
0.688
0.781
0.223
--

Overall accuracy 0.745

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8409
0.0530
0.0816
0.0230
0.0014
0.0001
building
0.0221
0.9629
0.0034
0.0092
0.0015
0.0009
low_veg
0.1555
0.1201
0.6309
0.0921
0.0011
0.0003
tree
0.0627
0.0586
0.2168
0.6617
0.0000
0.0001
car
0.8418
0.0000
0.0236
0.0044
0.1302
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.743
0.731
0.635
0.880
0.284
--
Recall/Completeness
0.841
0.963
0.631
0.662
0.130
--
F1
0.789
0.831
0.633
0.755
0.179
--

Overall accuracy 0.747

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8663
0.0447
0.0708
0.0168
0.0013
0.0000
building
0.0143
0.9764
0.0011
0.0064
0.0011
0.0006
low_veg
0.1522
0.1024
0.6597
0.0844
0.0012
0.0001
tree
0.0549
0.0499
0.2093
0.6859
0.0000
0.0001
car
0.8159
0.0000
0.0194
0.0019
0.1628
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.769
0.763
0.652
0.899
0.287
--
Recall/Completeness
0.866
0.976
0.660
0.686
0.163
--
F1
0.815
0.857
0.656
0.778
0.208
--

Overall accuracy 0.771

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8062
0.0385
0.1056
0.0337
0.0159
0.0002
building
0.0503
0.9027
0.0105
0.0329
0.0013
0.0023
low_veg
0.1083
0.0336
0.7669
0.0872
0.0032
0.0009
tree
0.0597
0.0312
0.2634
0.6452
0.0003
0.0000
car
0.7127
0.0028
0.0444
0.0007
0.2393
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.659
0.854
0.664
0.865
0.125
--
Recall/Completeness
0.806
0.903
0.767
0.645
0.239
--
F1
0.725
0.878
0.712
0.739
0.164
--

Overall accuracy 0.751

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8421
0.0314
0.0882
0.0220
0.0162
0.0001
building
0.0434
0.9171
0.0082
0.0281
0.0012
0.0021
low_veg
0.1041
0.0235
0.7889
0.0796
0.0030
0.0009
tree
0.0521
0.0257
0.2522
0.6697
0.0002
0.0000
car
0.6674
0.0000
0.0233
0.0000
0.3093
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.683
0.886
0.685
0.885
0.119
--
Recall/Completeness
0.842
0.917
0.789
0.670
0.309
--
F1
0.754
0.901
0.734
0.762
0.171
--

Overall accuracy 0.775

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7900
0.0845
0.0951
0.0208
0.0095
0.0000
building
0.0186
0.9475
0.0103
0.0227
0.0001
0.0007
low_veg
0.1039
0.0620
0.7382
0.0928
0.0031
0.0000
tree
0.0137
0.0152
0.1652
0.8058
0.0000
0.0000
car
0.8138
0.0750
0.0321
0.0045
0.0736
0.0009
clutter
0.9491
0.0026
0.0483
0.0000
0.0000
0.0000
Precision/Correctness
0.733
0.813
0.613
0.927
0.108
0.000
Recall/Completeness
0.790
0.948
0.738
0.806
0.074
0.000
F1
0.761
0.875
0.670
0.862
0.087
-nan

Overall accuracy 0.788

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8241
0.0734
0.0815
0.0111
0.0098
0.0000
building
0.0144
0.9584
0.0085
0.0180
0.0000
0.0006
low_veg
0.0994
0.0478
0.7739
0.0758
0.0031
0.0000
tree
0.0094
0.0114
0.1491
0.8301
0.0000
0.0000
car
0.8038
0.0872
0.0214
0.0008
0.0864
0.0003
clutter
0.9592
0.0014
0.0395
0.0000
0.0000
0.0000
Precision/Correctness
0.753
0.848
0.638
0.947
0.091
0.000
Recall/Completeness
0.824
0.958
0.774
0.830
0.086
0.000
F1
0.787
0.900
0.699
0.885
0.089
-nan

Overall accuracy 0.814

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8532
0.0609
0.0553
0.0224
0.0080
0.0002
building
0.0169
0.9701
0.0037
0.0090
0.0000
0.0003
low_veg
0.1759
0.1072
0.6043
0.1111
0.0014
0.0000
tree
0.0323
0.0243
0.1462
0.7971
0.0000
0.0000
car
0.8374
0.0387
0.0305
0.0048
0.0884
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.827
0.781
0.667
0.880
0.253
--
Recall/Completeness
0.853
0.970
0.604
0.797
0.088
--
F1
0.840
0.865
0.634
0.837
0.131
--

Overall accuracy 0.799

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8899
0.0487
0.0413
0.0115
0.0084
0.0001
building
0.0112
0.9822
0.0021
0.0044
0.0000
0.0001
low_veg
0.1773
0.0889
0.6380
0.0943
0.0014
0.0000
tree
0.0213
0.0186
0.1248
0.8353
0.0000
0.0000
car
0.8217
0.0455
0.0226
0.0020
0.1079
0.0004
clutter
--
--
--
--
--
--
Precision/Correctness
0.854
0.821
0.715
0.913
0.225
--
Recall/Completeness
0.890
0.982
0.638
0.835
0.108
--
F1
0.871
0.894
0.674
0.872
0.146
--

Overall accuracy 0.835

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8006
0.0761
0.0836
0.0194
0.0193
0.0010
building
0.0687
0.8891
0.0084
0.0286
0.0040
0.0014
low_veg
0.0712
0.0362
0.8413
0.0490
0.0022
0.0002
tree
0.0397
0.0362
0.2676
0.6562
0.0003
0.0000
car
0.9399
0.0001
0.0078
0.0004
0.0517
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.676
0.826
0.809
0.855
0.041
--
Recall/Completeness
0.801
0.889
0.841
0.656
0.052
--
F1
0.733
0.857
0.825
0.742
0.046
--

Overall accuracy 0.794

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8320
0.0646
0.0706
0.0129
0.0192
0.0006
building
0.0650
0.8967
0.0064
0.0271
0.0038
0.0011
low_veg
0.0667
0.0288
0.8623
0.0400
0.0020
0.0002
tree
0.0338
0.0307
0.2527
0.6825
0.0003
0.0000
car
0.9387
0.0000
0.0011
0.0000
0.0602
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.699
0.856
0.829
0.878
0.036
--
Recall/Completeness
0.832
0.897
0.862
0.683
0.060
--
F1
0.760
0.876
0.845
0.768
0.045
--

Overall accuracy 0.818

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9163
0.0508
0.0245
0.0039
0.0042
0.0004
building
0.0675
0.9180
0.0026
0.0098
0.0007
0.0013
low_veg
0.2294
0.1014
0.5612
0.1076
0.0003
0.0001
tree
0.0383
0.0647
0.0877
0.8094
0.0000
0.0000
car
0.8890
0.0139
0.0114
0.0036
0.0811
0.0010
clutter
0.7759
0.1160
0.0266
0.0075
0.0738
0.0002
Precision/Correctness
0.739
0.881
0.859
0.758
0.590
0.001
Recall/Completeness
0.916
0.918
0.561
0.809
0.081
0.000
F1
0.818
0.899
0.679
0.783
0.143
0.000

Overall accuracy 0.807

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9434
0.0353
0.0158
0.0014
0.0037
0.0003
building
0.0577
0.9316
0.0014
0.0075
0.0006
0.0011
low_veg
0.2244
0.0814
0.5960
0.0979
0.0003
0.0000
tree
0.0273
0.0560
0.0689
0.8478
0.0000
0.0000
car
0.8843
0.0098
0.0088
0.0022
0.0936
0.0012
clutter
0.8049
0.1057
0.0205
0.0015
0.0674
0.0000
Precision/Correctness
0.770
0.913
0.900
0.792
0.591
0.000
Recall/Completeness
0.943
0.932
0.596
0.848
0.094
0.000
F1
0.848
0.922
0.717
0.819
0.162
-nan

Overall accuracy 0.841

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9212
0.0377
0.0219
0.0068
0.0031
0.0094
building
0.0778
0.8948
0.0008
0.0060
0.0186
0.0019
low_veg
0.1921
0.0976
0.5564
0.1530
0.0002
0.0006
tree
0.0297
0.0632
0.0534
0.8537
0.0000
0.0000
car
0.8836
0.0154
0.0144
0.0046
0.0789
0.0031
clutter
0.6889
0.2368
0.0168
0.0042
0.0471
0.0062
Precision/Correctness
0.821
0.845
0.837
0.774
0.119
0.038
Recall/Completeness
0.921
0.895
0.556
0.854
0.079
0.006
F1
0.868
0.869
0.669
0.812
0.095
0.011

Overall accuracy 0.814

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9439
0.0275
0.0128
0.0029
0.0031
0.0098
building
0.0729
0.9024
0.0003
0.0032
0.0194
0.0018
low_veg
0.1812
0.0789
0.5950
0.1443
0.0001
0.0005
tree
0.0214
0.0589
0.0415
0.8782
0.0000
0.0000
car
0.8769
0.0101
0.0148
0.0022
0.0942
0.0018
clutter
0.6962
0.2369
0.0108
0.0004
0.0493
0.0063
Precision/Correctness
0.844
0.877
0.886
0.810
0.106
0.034
Recall/Completeness
0.944
0.902
0.595
0.878
0.094
0.006
F1
0.891
0.890
0.712
0.843
0.100
0.011

Overall accuracy 0.843

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9321
0.0228
0.0180
0.0020
0.0016
0.0234
building
0.0902
0.6634
0.0009
0.0033
0.2396
0.0025
low_veg
0.1163
0.0149
0.8519
0.0156
0.0003
0.0010
tree
0.0660
0.0205
0.1884
0.7250
0.0000
0.0000
car
0.6597
0.2220
0.0128
0.0030
0.0860
0.0165
clutter
0.5350
0.4151
0.0141
0.0022
0.0170
0.0167
Precision/Correctness
0.798
0.838
0.811
0.952
0.044
0.051
Recall/Completeness
0.932
0.663
0.852
0.725
0.086
0.017
F1
0.860
0.741
0.831
0.823
0.058
0.025

Overall accuracy 0.761

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9469
0.0155
0.0117
0.0003
0.0014
0.0242
building
0.0781
0.6697
0.0002
0.0012
0.2487
0.0022
low_veg
0.0950
0.0092
0.8846
0.0101
0.0003
0.0008
tree
0.0449
0.0145
0.1667
0.7739
0.0000
0.0000
car
0.6340
0.2470
0.0077
0.0006
0.0931
0.0177
clutter
0.4924
0.4660
0.0069
0.0013
0.0181
0.0152
Precision/Correctness
0.831
0.866
0.851
0.977
0.035
0.041
Recall/Completeness
0.947
0.670
0.885
0.774
0.093
0.015
F1
0.885
0.755
0.867
0.864
0.051
0.022

Overall accuracy 0.785

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9434
0.0306
0.0112
0.0009
0.0138
0.0001
building
0.1327
0.6625
0.0009
0.0843
0.1170
0.0025
low_veg
0.1569
0.0358
0.7948
0.0116
0.0008
0.0002
tree
0.0822
0.0628
0.1744
0.6805
0.0000
0.0000
car
0.9128
0.0062
0.0088
0.0005
0.0716
0.0000
clutter
0.7215
0.2118
0.0007
0.0006
0.0642
0.0013
Precision/Correctness
0.749
0.844
0.842
0.728
0.021
0.079
Recall/Completeness
0.943
0.663
0.795
0.680
0.072
0.001
F1
0.835
0.742
0.818
0.704
0.032
0.003

Overall accuracy 0.750

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9603
0.0215
0.0043
0.0002
0.0137
0.0001
building
0.1292
0.6610
0.0002
0.0860
0.1216
0.0020
low_veg
0.1272
0.0277
0.8358
0.0088
0.0004
0.0001
tree
0.0625
0.0540
0.1600
0.7236
0.0000
0.0000
car
0.9037
0.0027
0.0046
0.0002
0.0888
0.0000
clutter
0.7177
0.2131
0.0004
0.0002
0.0672
0.0015
Precision/Correctness
0.772
0.874
0.874
0.731
0.019
0.104
Recall/Completeness
0.960
0.661
0.836
0.724
0.089
0.001
F1
0.856
0.753
0.855
0.727
0.031
0.003

Overall accuracy 0.770

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8255
0.0730
0.0852
0.0108
0.0055
0.0001
building
0.0572
0.9291
0.0045
0.0081
0.0007
0.0005
low_veg
0.1475
0.0502
0.6550
0.1468
0.0005
0.0000
tree
0.0469
0.0388
0.2362
0.6781
0.0000
0.0000
car
0.8380
0.0798
0.0161
0.0050
0.0608
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.750
0.859
0.676
0.794
0.214
--
Recall/Completeness
0.825
0.929
0.655
0.678
0.061
--
F1
0.786
0.893
0.665
0.731
0.095
--

Overall accuracy 0.771

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8789
0.0619
0.0505
0.0031
0.0055
0.0000
building
0.0440
0.9497
0.0014
0.0039
0.0006
0.0004
low_veg
0.1353
0.0385
0.6837
0.1421
0.0005
0.0000
tree
0.0318
0.0327
0.2010
0.7344
0.0000
0.0000
car
0.8246
0.0928
0.0123
0.0011
0.0693
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.790
0.891
0.740
0.821
0.197
--
Recall/Completeness
0.879
0.950
0.684
0.734
0.069
--
F1
0.832
0.920
0.711
0.775
0.102
--

Overall accuracy 0.814

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8867
0.0462
0.0532
0.0066
0.0055
0.0018
building
0.0403
0.9063
0.0050
0.0431
0.0023
0.0029
low_veg
0.1411
0.0470
0.7680
0.0424
0.0014
0.0001
tree
0.0460
0.0369
0.2310
0.6861
0.0000
0.0000
car
0.8202
0.0342
0.0297
0.0078
0.0881
0.0200
clutter
--
--
--
--
--
--
Precision/Correctness
0.781
0.874
0.779
0.845
0.257
--
Recall/Completeness
0.887
0.906
0.768
0.686
0.088
--
F1
0.831
0.890
0.774
0.757
0.131
--

Overall accuracy 0.812

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9242
0.0389
0.0276
0.0020
0.0055
0.0018
building
0.0294
0.9235
0.0022
0.0410
0.0020
0.0020
low_veg
0.1324
0.0344
0.7985
0.0333
0.0014
0.0000
tree
0.0358
0.0330
0.1969
0.7342
0.0000
0.0000
car
0.8056
0.0398
0.0175
0.0065
0.1065
0.0240
clutter
--
--
--
--
--
--
Precision/Correctness
0.813
0.902
0.829
0.871
0.245
--
Recall/Completeness
0.924
0.923
0.798
0.734
0.106
--
F1
0.865
0.913
0.814
0.797
0.148
--

Overall accuracy 0.848

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image