Detailled semantic labeling (2D) result


Name W. Sun
Affiliation Univ. of Calgary, Canada
Abbreviation UCal4
Strategy (u)nsupervised, (s)upervised, (h)ybrid s


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
0.904
0.033
0.038
0.019
0.005
0.000
building
0.042
0.929
0.023
0.005
0.000
0.000
low_veg
0.062
0.024
0.757
0.156
0.000
0.000
tree
0.021
0.005
0.077
0.896
0.000
0.000
car
0.224
0.031
0.008
0.005
0.729
0.002
clutter
0.291
0.320
0.010
0.008
0.025
0.346
Precision/Correctness
0.879
0.927
0.827
0.833
0.839
0.947
Recall/Completeness
0.904
0.929
0.757
0.896
0.729
0.346
F1
0.891
0.928
0.790
0.864
0.780
0.506

Overall accuracy 0.870

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
0.930
0.026
0.032
0.009
0.003
0.000
building
0.034
0.947
0.016
0.002
0.000
0.000
low_veg
0.049
0.016
0.795
0.140
0.000
0.000
tree
0.010
0.002
0.063
0.925
0.000
0.000
car
0.120
0.035
0.005
0.003
0.835
0.002
clutter
0.251
0.341
0.008
0.003
0.025
0.373
Precision/Correctness
0.911
0.947
0.860
0.864
0.877
0.972
Recall/Completeness
0.930
0.947
0.795
0.925
0.835
0.373
F1
0.920
0.947
0.826
0.894
0.856
0.539

Overall accuracy 0.899
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9459
0.0183
0.0168
0.0144
0.0045
0.0000
building
0.0367
0.9405
0.0191
0.0037
0.0000
0.0000
low_veg
0.0903
0.0158
0.6915
0.2023
0.0001
0.0000
tree
0.0291
0.0045
0.0727
0.8925
0.0002
0.0009
car
0.2587
0.0423
0.0001
0.0006
0.6983
0.0000
clutter
0.0058
0.0000
0.0016
0.0177
0.0001
0.9749
Precision/Correctness
0.850
0.955
0.864
0.802
0.900
0.988
Recall/Completeness
0.946
0.940
0.692
0.893
0.698
0.975
F1
0.895
0.948
0.768
0.845
0.786
0.982

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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9676
0.0140
0.0102
0.0048
0.0034
0.0000
building
0.0277
0.9600
0.0118
0.0006
0.0000
0.0000
low_veg
0.0700
0.0076
0.7263
0.1960
0.0000
0.0000
tree
0.0138
0.0015
0.0608
0.9234
0.0001
0.0003
car
0.1240
0.0402
0.0000
0.0000
0.8358
0.0000
clutter
0.0058
0.0000
0.0014
0.0047
0.0001
0.9881
Precision/Correctness
0.894
0.974
0.895
0.826
0.918
0.996
Recall/Completeness
0.968
0.960
0.726
0.923
0.836
0.988
F1
0.929
0.967
0.802
0.872
0.875
0.992

Overall accuracy 0.896

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
0.9234
0.0559
0.0103
0.0053
0.0052
0.0000
building
0.0575
0.9334
0.0071
0.0014
0.0006
0.0000
low_veg
0.1460
0.0716
0.5226
0.2592
0.0006
0.0000
tree
0.0454
0.0111
0.0719
0.8713
0.0003
0.0000
car
0.2840
0.0106
0.0033
0.0037
0.6985
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.857
0.963
0.690
0.750
0.840
--
Recall/Completeness
0.923
0.933
0.523
0.871
0.698
--
F1
0.889
0.948
0.595
0.806
0.763
--

Overall accuracy 0.905

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
0.9540
0.0335
0.0072
0.0020
0.0032
0.0000
building
0.0459
0.9472
0.0059
0.0004
0.0007
0.0000
low_veg
0.1064
0.0450
0.5636
0.2849
0.0000
0.0000
tree
0.0188
0.0028
0.0657
0.9128
0.0000
0.0000
car
0.1676
0.0066
0.0020
0.0024
0.8215
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.889
0.980
0.724
0.778
0.873
--
Recall/Completeness
0.954
0.947
0.564
0.913
0.822
--
F1
0.920
0.963
0.634
0.840
0.847
--

Overall accuracy 0.930

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
0.8938
0.0496
0.0343
0.0164
0.0059
0.0001
building
0.0434
0.9388
0.0135
0.0041
0.0001
0.0000
low_veg
0.0994
0.0226
0.7021
0.1753
0.0006
0.0000
tree
0.0146
0.0035
0.0485
0.9333
0.0001
0.0000
car
0.3148
0.0235
0.0020
0.0017
0.6577
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.869
0.950
0.734
0.917
0.868
--
Recall/Completeness
0.894
0.939
0.702
0.933
0.658
--
F1
0.881
0.944
0.718
0.925
0.748
--

Overall accuracy 0.896

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
0.9285
0.0343
0.0263
0.0079
0.0031
0.0000
building
0.0338
0.9561
0.0089
0.0012
0.0000
0.0000
low_veg
0.0824
0.0076
0.7573
0.1523
0.0004
0.0000
tree
0.0050
0.0009
0.0378
0.9563
0.0000
0.0000
car
0.2166
0.0206
0.0004
0.0004
0.7621
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.907
0.971
0.780
0.943
0.919
--
Recall/Completeness
0.928
0.956
0.757
0.956
0.762
--
F1
0.918
0.963
0.768
0.950
0.833
--

Overall accuracy 0.928

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
0.8907
0.0339
0.0593
0.0117
0.0037
0.0007
building
0.0355
0.9464
0.0148
0.0033
0.0000
0.0000
low_veg
0.0478
0.0171
0.8678
0.0667
0.0006
0.0000
tree
0.0275
0.0058
0.0680
0.8986
0.0001
0.0001
car
0.2339
0.0106
0.0191
0.0057
0.7306
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.909
0.933
0.816
0.924
0.906
--
Recall/Completeness
0.891
0.946
0.868
0.899
0.731
--
F1
0.900
0.940
0.841
0.911
0.809
--

Overall accuracy 0.898

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
0.9179
0.0264
0.0499
0.0036
0.0016
0.0007
building
0.0269
0.9643
0.0077
0.0011
0.0000
0.0000
low_veg
0.0309
0.0087
0.9074
0.0528
0.0003
0.0000
tree
0.0122
0.0023
0.0510
0.9344
0.0000
0.0001
car
0.1248
0.0108
0.0130
0.0041
0.8473
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.944
0.956
0.855
0.951
0.952
--
Recall/Completeness
0.918
0.964
0.907
0.934
0.847
--
F1
0.931
0.960
0.880
0.942
0.896
--

Overall accuracy 0.930

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
0.8341
0.0810
0.0577
0.0217
0.0055
0.0000
building
0.0408
0.9328
0.0157
0.0100
0.0006
0.0000
low_veg
0.0914
0.0264
0.7032
0.1790
0.0000
0.0000
tree
0.0174
0.0073
0.0699
0.9054
0.0000
0.0000
car
0.1679
0.0264
0.0187
0.0021
0.7849
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.911
0.857
0.756
0.816
0.715
--
Recall/Completeness
0.834
0.933
0.703
0.905
0.785
--
F1
0.871
0.893
0.729
0.858
0.748
--

Overall accuracy 0.849

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
0.8619
0.0724
0.0516
0.0099
0.0043
0.0000
building
0.0343
0.9473
0.0115
0.0064
0.0005
0.0000
low_veg
0.0864
0.0144
0.7485
0.1507
0.0000
0.0000
tree
0.0079
0.0033
0.0537
0.9350
0.0000
0.0000
car
0.0794
0.0307
0.0137
0.0003
0.8760
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.930
0.880
0.791
0.858
0.724
--
Recall/Completeness
0.862
0.947
0.748
0.935
0.876
--
F1
0.895
0.913
0.769
0.895
0.793
--

Overall accuracy 0.878

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
0.8803
0.0323
0.0537
0.0304
0.0033
0.0000
building
0.0467
0.9304
0.0163
0.0065
0.0000
0.0000
low_veg
0.0421
0.0228
0.7626
0.1715
0.0002
0.0008
tree
0.0103
0.0054
0.0951
0.8892
0.0000
0.0000
car
0.1832
0.0000
0.0021
0.0089
0.8058
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.829
0.931
0.828
0.856
0.884
--
Recall/Completeness
0.880
0.930
0.763
0.889
0.806
--
F1
0.854
0.931
0.794
0.872
0.843
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9070
0.0298
0.0457
0.0162
0.0012
0.0000
building
0.0470
0.9441
0.0075
0.0014
0.0000
0.0000
low_veg
0.0390
0.0142
0.7990
0.1468
0.0001
0.0009
tree
0.0045
0.0020
0.0783
0.9152
0.0000
0.0000
car
0.0786
0.0000
0.0002
0.0016
0.9196
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.854
0.953
0.859
0.885
0.944
--
Recall/Completeness
0.907
0.944
0.799
0.915
0.920
--
F1
0.880
0.949
0.828
0.900
0.931
--

Overall accuracy 0.887

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
0.8174
0.0420
0.0988
0.0365
0.0053
0.0000
building
0.0189
0.9605
0.0149
0.0055
0.0000
0.0002
low_veg
0.0689
0.0535
0.6933
0.1838
0.0005
0.0001
tree
0.0235
0.0130
0.1022
0.8613
0.0000
0.0000
car
0.1235
0.0000
0.0000
0.0037
0.8728
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.866
0.860
0.748
0.837
0.633
--
Recall/Completeness
0.817
0.960
0.693
0.861
0.873
--
F1
0.841
0.907
0.719
0.849
0.734
--

Overall accuracy 0.826

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
0.8381
0.0371
0.0960
0.0243
0.0045
0.0000
building
0.0159
0.9757
0.0065
0.0017
0.0000
0.0002
low_veg
0.0641
0.0383
0.7242
0.1729
0.0004
0.0001
tree
0.0159
0.0062
0.0904
0.8874
0.0000
0.0000
car
0.0278
0.0000
0.0000
0.0000
0.9722
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.890
0.893
0.769
0.860
0.624
--
Recall/Completeness
0.838
0.976
0.724
0.887
0.972
--
F1
0.863
0.933
0.746
0.873
0.760
--

Overall accuracy 0.851

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
0.8326
0.0312
0.0833
0.0501
0.0028
0.0000
building
0.0219
0.9410
0.0259
0.0110
0.0001
0.0000
low_veg
0.0224
0.0166
0.8500
0.1109
0.0001
0.0000
tree
0.0231
0.0055
0.1064
0.8650
0.0000
0.0000
car
0.1435
0.0027
0.0095
0.0021
0.8422
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.869
0.934
0.817
0.882
0.791
--
Recall/Completeness
0.833
0.941
0.850
0.865
0.842
--
F1
0.851
0.938
0.833
0.873
0.816
--

Overall accuracy 0.869

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
0.8661
0.0267
0.0751
0.0306
0.0015
0.0000
building
0.0189
0.9644
0.0129
0.0039
0.0000
0.0000
low_veg
0.0183
0.0110
0.8759
0.0947
0.0001
0.0000
tree
0.0153
0.0024
0.0928
0.8894
0.0000
0.0000
car
0.0573
0.0000
0.0052
0.0004
0.9370
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.900
0.955
0.845
0.907
0.849
--
Recall/Completeness
0.866
0.964
0.876
0.889
0.937
--
F1
0.883
0.960
0.860
0.898
0.891
--

Overall accuracy 0.895

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
0.8706
0.0426
0.0362
0.0478
0.0028
0.0000
building
0.0073
0.9724
0.0134
0.0069
0.0000
0.0000
low_veg
0.0595
0.0283
0.7105
0.2016
0.0000
0.0000
tree
0.0080
0.0019
0.0381
0.9521
0.0000
0.0000
car
0.1015
0.0000
0.0204
0.0097
0.8683
0.0000
clutter
0.0053
0.9932
0.0000
0.0015
0.0000
0.0000
Precision/Correctness
0.914
0.792
0.845
0.887
0.861
0.000
Recall/Completeness
0.871
0.972
0.711
0.952
0.868
0.000
F1
0.892
0.873
0.772
0.918
0.865
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9037
0.0332
0.0346
0.0279
0.0007
0.0000
building
0.0053
0.9833
0.0095
0.0019
0.0000
0.0000
low_veg
0.0528
0.0178
0.7588
0.1706
0.0000
0.0000
tree
0.0032
0.0003
0.0284
0.9680
0.0000
0.0000
car
0.0252
0.0000
0.0083
0.0031
0.9635
0.0000
clutter
0.0009
0.9986
0.0000
0.0005
0.0000
0.0000
Precision/Correctness
0.938
0.811
0.873
0.915
0.948
0.000
Recall/Completeness
0.904
0.983
0.759
0.968
0.963
0.000
F1
0.920
0.889
0.812
0.941
0.956
-nan

Overall accuracy 0.892

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
0.9041
0.0212
0.0345
0.0332
0.0070
0.0000
building
0.0194
0.9633
0.0096
0.0075
0.0003
0.0000
low_veg
0.0904
0.0312
0.7095
0.1683
0.0005
0.0000
tree
0.0230
0.0033
0.0495
0.9240
0.0002
0.0000
car
0.2097
0.0039
0.0035
0.0132
0.7669
0.0028
clutter
--
--
--
--
--
--
Precision/Correctness
0.904
0.924
0.841
0.853
0.776
--
Recall/Completeness
0.904
0.963
0.710
0.924
0.767
--
F1
0.904
0.943
0.770
0.887
0.771
--

Overall accuracy 0.880

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
0.9355
0.0139
0.0292
0.0170
0.0045
0.0000
building
0.0129
0.9806
0.0035
0.0028
0.0002
0.0000
low_veg
0.0867
0.0171
0.7578
0.1380
0.0004
0.0000
tree
0.0095
0.0008
0.0352
0.9544
0.0001
0.0000
car
0.1123
0.0053
0.0017
0.0052
0.8721
0.0034
clutter
--
--
--
--
--
--
Precision/Correctness
0.930
0.956
0.880
0.892
0.816
--
Recall/Completeness
0.935
0.981
0.758
0.954
0.872
--
F1
0.933
0.968
0.814
0.922
0.843
--

Overall accuracy 0.914

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
0.8233
0.0376
0.0918
0.0404
0.0070
0.0000
building
0.0610
0.8740
0.0561
0.0088
0.0000
0.0000
low_veg
0.0271
0.0135
0.8655
0.0939
0.0000
0.0000
tree
0.0170
0.0065
0.1263
0.8501
0.0001
0.0000
car
0.1774
0.0000
0.0139
0.0058
0.8029
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.813
0.928
0.864
0.824
0.746
--
Recall/Completeness
0.823
0.874
0.865
0.850
0.803
--
F1
0.818
0.900
0.865
0.837
0.773
--

Overall accuracy 0.857

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
0.8552
0.0282
0.0825
0.0289
0.0052
0.0000
building
0.0575
0.8875
0.0499
0.0051
0.0000
0.0000
low_veg
0.0238
0.0089
0.8862
0.0812
0.0000
0.0000
tree
0.0108
0.0031
0.1048
0.8813
0.0000
0.0000
car
0.0836
0.0000
0.0125
0.0024
0.9016
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.837
0.952
0.886
0.849
0.763
--
Recall/Completeness
0.855
0.887
0.886
0.881
0.902
--
F1
0.846
0.919
0.886
0.865
0.826
--

Overall accuracy 0.881

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
0.9388
0.0241
0.0217
0.0079
0.0075
0.0000
building
0.0640
0.9175
0.0139
0.0042
0.0004
0.0000
low_veg
0.0881
0.0323
0.6494
0.2297
0.0004
0.0000
tree
0.0099
0.0051
0.0371
0.9477
0.0002
0.0000
car
0.2516
0.0052
0.0049
0.0056
0.7325
0.0002
clutter
0.6895
0.2173
0.0561
0.0018
0.0352
0.0000
Precision/Correctness
0.856
0.955
0.889
0.659
0.897
0.000
Recall/Completeness
0.939
0.918
0.649
0.948
0.732
0.000
F1
0.895
0.936
0.751
0.777
0.807
-nan

Overall accuracy 0.867

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
0.9648
0.0139
0.0159
0.0029
0.0025
0.0000
building
0.0532
0.9362
0.0090
0.0014
0.0002
0.0000
low_veg
0.0691
0.0191
0.6931
0.2185
0.0001
0.0000
tree
0.0036
0.0018
0.0244
0.9701
0.0000
0.0000
car
0.1403
0.0039
0.0032
0.0048
0.8477
0.0002
clutter
0.6874
0.2327
0.0400
0.0000
0.0399
0.0000
Precision/Correctness
0.891
0.975
0.924
0.688
0.955
0.000
Recall/Completeness
0.965
0.936
0.693
0.970
0.848
0.000
F1
0.926
0.955
0.792
0.805
0.898
-nan

Overall accuracy 0.898

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
0.9429
0.0196
0.0166
0.0146
0.0061
0.0002
building
0.0243
0.9592
0.0091
0.0074
0.0000
0.0000
low_veg
0.0825
0.0200
0.5774
0.3191
0.0011
0.0000
tree
0.0046
0.0012
0.0155
0.9786
0.0000
0.0000
car
0.1882
0.0042
0.0039
0.0114
0.7651
0.0272
clutter
0.4342
0.4483
0.0260
0.0092
0.0356
0.0467
Precision/Correctness
0.920
0.913
0.877
0.657
0.729
0.764
Recall/Completeness
0.943
0.959
0.577
0.979
0.765
0.047
F1
0.931
0.936
0.696
0.786
0.746
0.088

Overall accuracy 0.868

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
0.9635
0.0138
0.0114
0.0066
0.0046
0.0000
building
0.0173
0.9742
0.0049
0.0036
0.0000
0.0000
low_veg
0.0582
0.0082
0.6238
0.3092
0.0007
0.0000
tree
0.0011
0.0001
0.0090
0.9898
0.0000
0.0000
car
0.0986
0.0032
0.0033
0.0083
0.8564
0.0302
clutter
0.4028
0.4836
0.0199
0.0036
0.0357
0.0545
Precision/Correctness
0.944
0.932
0.916
0.694
0.741
0.821
Recall/Completeness
0.964
0.974
0.624
0.990
0.856
0.054
F1
0.954
0.952
0.742
0.816
0.795
0.102

Overall accuracy 0.897

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
0.9653
0.0085
0.0140
0.0050
0.0067
0.0005
building
0.0558
0.9277
0.0121
0.0024
0.0021
0.0000
low_veg
0.0530
0.0016
0.9078
0.0367
0.0006
0.0003
tree
0.0407
0.0042
0.0737
0.8806
0.0007
0.0000
car
0.1669
0.1214
0.0071
0.0039
0.7007
0.0000
clutter
0.4635
0.3028
0.0182
0.0130
0.0587
0.1439
Precision/Correctness
0.883
0.933
0.882
0.920
0.826
0.955
Recall/Completeness
0.965
0.928
0.908
0.881
0.701
0.144
F1
0.922
0.930
0.895
0.900
0.758
0.250

Overall accuracy 0.899

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
0.9775
0.0063
0.0116
0.0014
0.0030
0.0001
building
0.0424
0.9489
0.0065
0.0006
0.0017
0.0000
low_veg
0.0338
0.0003
0.9362
0.0296
0.0000
0.0000
tree
0.0161
0.0009
0.0558
0.9272
0.0000
0.0000
car
0.0837
0.1399
0.0038
0.0008
0.7718
0.0000
clutter
0.4178
0.3376
0.0173
0.0062
0.0618
0.1593
Precision/Correctness
0.918
0.943
0.914
0.950
0.862
0.988
Recall/Completeness
0.978
0.949
0.936
0.927
0.772
0.159
F1
0.947
0.946
0.925
0.938
0.814
0.274

Overall accuracy 0.927

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
0.9712
0.0120
0.0053
0.0051
0.0025
0.0038
building
0.0844
0.8269
0.0820
0.0055
0.0010
0.0003
low_veg
0.0694
0.0166
0.8745
0.0391
0.0004
0.0000
tree
0.0395
0.0045
0.1141
0.8419
0.0000
0.0000
car
0.2254
0.0292
0.0026
0.0021
0.7328
0.0079
clutter
0.3464
0.0772
0.0008
0.0005
0.0197
0.5554
Precision/Correctness
0.860
0.952
0.781
0.902
0.797
0.948
Recall/Completeness
0.971
0.827
0.875
0.842
0.733
0.555
F1
0.912
0.885
0.825
0.871
0.763
0.700

Overall accuracy 0.875

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
0.9858
0.0081
0.0019
0.0020
0.0013
0.0009
building
0.0781
0.8369
0.0813
0.0027
0.0008
0.0002
low_veg
0.0371
0.0098
0.9183
0.0347
0.0001
0.0000
tree
0.0168
0.0010
0.1050
0.8772
0.0000
0.0000
car
0.1175
0.0367
0.0004
0.0012
0.8376
0.0066
clutter
0.3083
0.0768
0.0003
0.0000
0.0206
0.5939
Precision/Correctness
0.889
0.966
0.794
0.929
0.822
0.984
Recall/Completeness
0.986
0.837
0.918
0.877
0.838
0.594
F1
0.935
0.897
0.852
0.902
0.830
0.741

Overall accuracy 0.899

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
0.8697
0.0426
0.0648
0.0219
0.0011
0.0000
building
0.0301
0.9449
0.0168
0.0078
0.0004
0.0000
low_veg
0.0602
0.0109
0.6801
0.2487
0.0001
0.0000
tree
0.0381
0.0046
0.0845
0.8727
0.0001
0.0000
car
0.2378
0.0028
0.0000
0.0121
0.7474
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.866
0.946
0.806
0.747
0.929
--
Recall/Completeness
0.870
0.945
0.680
0.873
0.747
--
F1
0.868
0.945
0.738
0.805
0.829
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9055
0.0384
0.0483
0.0074
0.0003
0.0000
building
0.0193
0.9704
0.0078
0.0020
0.0004
0.0000
low_veg
0.0422
0.0036
0.7138
0.2404
0.0001
0.0000
tree
0.0144
0.0010
0.0638
0.9208
0.0000
0.0000
car
0.1111
0.0027
0.0000
0.0036
0.8825
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.919
0.963
0.859
0.774
0.960
--
Recall/Completeness
0.905
0.970
0.714
0.921
0.883
--
F1
0.912
0.967
0.780
0.841
0.919
--

Overall accuracy 0.880

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
0.9012
0.0321
0.0451
0.0182
0.0031
0.0004
building
0.0247
0.9179
0.0502
0.0060
0.0012
0.0000
low_veg
0.0569
0.0367
0.7953
0.1109
0.0003
0.0000
tree
0.0246
0.0036
0.0899
0.8818
0.0001
0.0000
car
0.2196
0.0155
0.0330
0.0063
0.7256
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.892
0.922
0.839
0.821
0.849
--
Recall/Completeness
0.901
0.918
0.795
0.882
0.726
--
F1
0.897
0.920
0.817
0.850
0.783
--

Overall accuracy 0.870

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
0.9282
0.0301
0.0326
0.0073
0.0014
0.0004
building
0.0179
0.9420
0.0367
0.0023
0.0011
0.0000
low_veg
0.0426
0.0341
0.8304
0.0928
0.0001
0.0000
tree
0.0094
0.0010
0.0707
0.9188
0.0000
0.0000
car
0.1192
0.0163
0.0200
0.0032
0.8412
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.929
0.933
0.878
0.861
0.898
--
Recall/Completeness
0.928
0.942
0.830
0.919
0.841
--
F1
0.928
0.938
0.853
0.889
0.869
--

Overall accuracy 0.903

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image