Detailled semantic labeling (2D) result


Name W. Sun
Affiliation Univ. of Calgary, Canada
Abbreviation UCal8
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
0.902
0.033
0.041
0.018
0.005
0.000
building
0.042
0.929
0.024
0.005
0.000
0.000
low_veg
0.058
0.026
0.780
0.136
0.000
0.000
tree
0.023
0.006
0.093
0.878
0.000
0.000
car
0.220
0.023
0.008
0.005
0.742
0.002
clutter
0.316
0.290
0.013
0.008
0.018
0.355
Precision/Correctness
0.880
0.927
0.812
0.848
0.840
0.947
Recall/Completeness
0.902
0.929
0.780
0.878
0.742
0.355
F1
0.891
0.928
0.796
0.863
0.788
0.516

Overall accuracy 0.871

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
0.929
0.026
0.034
0.009
0.003
0.000
building
0.033
0.948
0.017
0.002
0.000
0.000
low_veg
0.046
0.017
0.816
0.121
0.000
0.000
tree
0.011
0.002
0.077
0.910
0.000
0.000
car
0.120
0.026
0.005
0.003
0.844
0.003
clutter
0.277
0.309
0.011
0.003
0.017
0.382
Precision/Correctness
0.913
0.947
0.847
0.878
0.883
0.973
Recall/Completeness
0.929
0.948
0.816
0.910
0.844
0.382
F1
0.920
0.947
0.831
0.894
0.863
0.549

Overall accuracy 0.900
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9461
0.0171
0.0196
0.0121
0.0052
0.0000
building
0.0355
0.9433
0.0174
0.0038
0.0000
0.0000
low_veg
0.0850
0.0210
0.7208
0.1730
0.0002
0.0000
tree
0.0325
0.0048
0.0863
0.8747
0.0004
0.0013
car
0.2467
0.0141
0.0005
0.0010
0.7376
0.0000
clutter
0.0015
0.0000
0.0027
0.0142
0.0000
0.9816
Precision/Correctness
0.853
0.952
0.853
0.823
0.889
0.983
Recall/Completeness
0.946
0.943
0.721
0.875
0.738
0.982
F1
0.897
0.948
0.782
0.848
0.806
0.982

Overall accuracy 0.871

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
0.9674
0.0129
0.0119
0.0041
0.0037
0.0000
building
0.0267
0.9633
0.0093
0.0007
0.0000
0.0000
low_veg
0.0654
0.0137
0.7537
0.1670
0.0002
0.0000
tree
0.0159
0.0015
0.0738
0.9081
0.0002
0.0005
car
0.1143
0.0106
0.0000
0.0001
0.8749
0.0000
clutter
0.0013
0.0000
0.0024
0.0043
0.0000
0.9920
Precision/Correctness
0.897
0.970
0.885
0.846
0.913
0.993
Recall/Completeness
0.967
0.963
0.754
0.908
0.875
0.992
F1
0.931
0.967
0.814
0.876
0.894
0.993

Overall accuracy 0.900

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
0.9211
0.0567
0.0123
0.0051
0.0048
0.0000
building
0.0560
0.9348
0.0073
0.0013
0.0005
0.0000
low_veg
0.1434
0.0713
0.5615
0.2219
0.0019
0.0000
tree
0.0455
0.0142
0.0861
0.8537
0.0004
0.0000
car
0.2970
0.0091
0.0018
0.0036
0.6886
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.858
0.962
0.678
0.771
0.849
--
Recall/Completeness
0.921
0.935
0.561
0.854
0.689
--
F1
0.889
0.948
0.614
0.810
0.760
--

Overall accuracy 0.906

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
0.9497
0.0368
0.0086
0.0021
0.0028
0.0000
building
0.0431
0.9500
0.0060
0.0004
0.0005
0.0000
low_veg
0.1056
0.0459
0.6023
0.2450
0.0012
0.0000
tree
0.0197
0.0053
0.0770
0.8980
0.0000
0.0000
car
0.1774
0.0057
0.0011
0.0022
0.8137
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.893
0.978
0.715
0.798
0.886
--
Recall/Completeness
0.950
0.950
0.602
0.898
0.814
--
F1
0.920
0.964
0.654
0.845
0.848
--

Overall accuracy 0.932

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
0.8958
0.0503
0.0349
0.0133
0.0058
0.0000
building
0.0404
0.9404
0.0145
0.0046
0.0001
0.0000
low_veg
0.0955
0.0288
0.7413
0.1338
0.0005
0.0000
tree
0.0166
0.0045
0.0654
0.9133
0.0001
0.0000
car
0.3159
0.0202
0.0008
0.0015
0.6617
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.872
0.947
0.708
0.932
0.872
--
Recall/Completeness
0.896
0.940
0.741
0.913
0.662
--
F1
0.884
0.944
0.725
0.923
0.752
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9301
0.0353
0.0260
0.0059
0.0027
0.0000
building
0.0307
0.9580
0.0093
0.0021
0.0000
0.0000
low_veg
0.0804
0.0123
0.7927
0.1145
0.0001
0.0000
tree
0.0065
0.0015
0.0516
0.9404
0.0000
0.0000
car
0.2227
0.0164
0.0000
0.0002
0.7607
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.910
0.969
0.755
0.954
0.933
--
Recall/Completeness
0.930
0.958
0.793
0.940
0.761
--
F1
0.920
0.963
0.774
0.947
0.838
--

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_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8876
0.0350
0.0607
0.0123
0.0043
0.0002
building
0.0371
0.9443
0.0161
0.0025
0.0000
0.0000
low_veg
0.0486
0.0163
0.8792
0.0552
0.0007
0.0000
tree
0.0300
0.0066
0.0764
0.8868
0.0002
0.0000
car
0.2375
0.0074
0.0153
0.0043
0.7354
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.905
0.932
0.807
0.932
0.891
--
Recall/Completeness
0.888
0.944
0.879
0.887
0.735
--
F1
0.896
0.938
0.842
0.909
0.806
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9150
0.0273
0.0513
0.0045
0.0018
0.0002
building
0.0279
0.9633
0.0081
0.0007
0.0000
0.0000
low_veg
0.0317
0.0079
0.9171
0.0430
0.0004
0.0000
tree
0.0134
0.0028
0.0585
0.9253
0.0000
0.0000
car
0.1349
0.0070
0.0100
0.0027
0.8451
0.0003
clutter
--
--
--
--
--
--
Precision/Correctness
0.942
0.955
0.847
0.957
0.945
--
Recall/Completeness
0.915
0.963
0.917
0.925
0.845
--
F1
0.928
0.959
0.881
0.941
0.892
--

Overall accuracy 0.929

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
0.8300
0.0857
0.0584
0.0203
0.0057
0.0000
building
0.0411
0.9324
0.0182
0.0078
0.0004
0.0000
low_veg
0.0825
0.0307
0.7316
0.1553
0.0000
0.0000
tree
0.0172
0.0083
0.0890
0.8855
0.0000
0.0000
car
0.1621
0.0321
0.0151
0.0026
0.7882
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.915
0.848
0.743
0.832
0.714
--
Recall/Completeness
0.830
0.932
0.732
0.885
0.788
--
F1
0.870
0.888
0.737
0.858
0.749
--

Overall accuracy 0.848

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
0.8572
0.0774
0.0517
0.0093
0.0045
0.0000
building
0.0348
0.9466
0.0134
0.0049
0.0003
0.0000
low_veg
0.0763
0.0178
0.7768
0.1291
0.0000
0.0000
tree
0.0077
0.0040
0.0696
0.9186
0.0000
0.0000
car
0.0701
0.0359
0.0118
0.0000
0.8822
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.934
0.871
0.780
0.874
0.722
--
Recall/Completeness
0.857
0.947
0.777
0.919
0.882
--
F1
0.894
0.907
0.778
0.896
0.794
--

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
0.8795
0.0329
0.0532
0.0315
0.0029
0.0000
building
0.0666
0.9105
0.0168
0.0061
0.0000
0.0000
low_veg
0.0410
0.0232
0.7792
0.1560
0.0001
0.0005
tree
0.0107
0.0055
0.1099
0.8738
0.0000
0.0000
car
0.1792
0.0000
0.0032
0.0082
0.8094
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.809
0.928
0.815
0.864
0.900
--
Recall/Completeness
0.879
0.910
0.779
0.874
0.809
--
F1
0.843
0.919
0.797
0.869
0.852
--

Overall accuracy 0.854

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
0.9068
0.0302
0.0454
0.0168
0.0007
0.0000
building
0.0678
0.9234
0.0076
0.0013
0.0000
0.0000
low_veg
0.0377
0.0144
0.8151
0.1322
0.0000
0.0006
tree
0.0049
0.0018
0.0918
0.9015
0.0000
0.0000
car
0.0785
0.0000
0.0016
0.0012
0.9187
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.833
0.952
0.846
0.893
0.970
--
Recall/Completeness
0.907
0.923
0.815
0.901
0.919
--
F1
0.868
0.937
0.830
0.897
0.944
--

Overall accuracy 0.882

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
0.8081
0.0451
0.1099
0.0310
0.0059
0.0000
building
0.0148
0.9622
0.0173
0.0048
0.0000
0.0008
low_veg
0.0693
0.0512
0.7222
0.1568
0.0005
0.0000
tree
0.0263
0.0149
0.1168
0.8420
0.0000
0.0000
car
0.1309
0.0000
0.0000
0.0017
0.8674
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.863
0.856
0.732
0.855
0.605
--
Recall/Completeness
0.808
0.962
0.722
0.842
0.867
--
F1
0.835
0.906
0.727
0.848
0.713
--

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_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8277
0.0404
0.1066
0.0202
0.0051
0.0000
building
0.0117
0.9785
0.0076
0.0013
0.0000
0.0009
low_veg
0.0641
0.0370
0.7521
0.1463
0.0005
0.0000
tree
0.0183
0.0081
0.1039
0.8698
0.0000
0.0000
car
0.0328
0.0000
0.0000
0.0000
0.9672
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.888
0.889
0.753
0.877
0.589
--
Recall/Completeness
0.828
0.979
0.752
0.870
0.967
--
F1
0.857
0.931
0.753
0.873
0.732
--

Overall accuracy 0.850

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
0.8242
0.0346
0.0880
0.0501
0.0030
0.0000
building
0.0209
0.9420
0.0262
0.0108
0.0001
0.0000
low_veg
0.0166
0.0155
0.8707
0.0972
0.0001
0.0000
tree
0.0235
0.0058
0.1234
0.8473
0.0000
0.0000
car
0.1487
0.0031
0.0402
0.0003
0.8078
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.879
0.933
0.802
0.890
0.779
--
Recall/Completeness
0.824
0.942
0.871
0.847
0.808
--
F1
0.851
0.937
0.835
0.868
0.793
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8580
0.0309
0.0790
0.0305
0.0016
0.0000
building
0.0172
0.9668
0.0118
0.0042
0.0000
0.0000
low_veg
0.0124
0.0097
0.8958
0.0821
0.0001
0.0000
tree
0.0161
0.0026
0.1091
0.8722
0.0000
0.0000
car
0.0791
0.0000
0.0303
0.0000
0.8906
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.910
0.953
0.831
0.915
0.842
--
Recall/Completeness
0.858
0.967
0.896
0.872
0.891
--
F1
0.883
0.960
0.862
0.893
0.866
--

Overall accuracy 0.894

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
0.8815
0.0377
0.0363
0.0414
0.0029
0.0001
building
0.0084
0.9746
0.0109
0.0060
0.0000
0.0000
low_veg
0.0691
0.0289
0.7379
0.1641
0.0000
0.0000
tree
0.0101
0.0023
0.0480
0.9396
0.0000
0.0000
car
0.0919
0.0000
0.0088
0.0063
0.8930
0.0000
clutter
0.0025
0.9967
0.0000
0.0008
0.0000
0.0000
Precision/Correctness
0.902
0.795
0.832
0.904
0.860
0.000
Recall/Completeness
0.881
0.975
0.738
0.940
0.893
0.000
F1
0.891
0.876
0.782
0.921
0.876
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9137
0.0279
0.0340
0.0236
0.0007
0.0002
building
0.0062
0.9857
0.0065
0.0016
0.0000
0.0000
low_veg
0.0622
0.0180
0.7841
0.1357
0.0000
0.0000
tree
0.0045
0.0005
0.0362
0.9588
0.0000
0.0000
car
0.0148
0.0000
0.0003
0.0011
0.9839
0.0000
clutter
0.0001
0.9998
0.0000
0.0002
0.0000
0.0000
Precision/Correctness
0.927
0.815
0.863
0.930
0.955
0.000
Recall/Completeness
0.914
0.986
0.784
0.959
0.984
0.000
F1
0.920
0.892
0.822
0.944
0.969
-nan

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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9071
0.0196
0.0375
0.0290
0.0069
0.0000
building
0.0210
0.9606
0.0108
0.0072
0.0004
0.0000
low_veg
0.0864
0.0327
0.7421
0.1382
0.0005
0.0000
tree
0.0265
0.0038
0.0660
0.9036
0.0001
0.0000
car
0.1981
0.0008
0.0021
0.0126
0.7740
0.0123
clutter
--
--
--
--
--
--
Precision/Correctness
0.903
0.925
0.820
0.871
0.778
--
Recall/Completeness
0.907
0.961
0.742
0.904
0.774
--
F1
0.905
0.942
0.779
0.887
0.776
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9375
0.0123
0.0309
0.0148
0.0045
0.0000
building
0.0142
0.9785
0.0041
0.0029
0.0004
0.0000
low_veg
0.0826
0.0192
0.7876
0.1102
0.0004
0.0000
tree
0.0117
0.0011
0.0489
0.9383
0.0000
0.0000
car
0.1039
0.0003
0.0006
0.0050
0.8733
0.0167
clutter
--
--
--
--
--
--
Precision/Correctness
0.930
0.957
0.861
0.909
0.815
--
Recall/Completeness
0.938
0.978
0.788
0.938
0.873
--
F1
0.934
0.967
0.823
0.924
0.843
--

Overall accuracy 0.915

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
0.8327
0.0312
0.0943
0.0348
0.0071
0.0000
building
0.0594
0.8726
0.0588
0.0091
0.0000
0.0000
low_veg
0.0255
0.0150
0.8774
0.0821
0.0000
0.0000
tree
0.0177
0.0066
0.1531
0.8224
0.0002
0.0000
car
0.1537
0.0026
0.0093
0.0027
0.8317
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.819
0.930
0.850
0.837
0.745
--
Recall/Completeness
0.833
0.873
0.877
0.822
0.832
--
F1
0.826
0.900
0.863
0.830
0.786
--

Overall accuracy 0.856

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
0.8646
0.0221
0.0844
0.0239
0.0050
0.0000
building
0.0556
0.8875
0.0510
0.0058
0.0000
0.0000
low_veg
0.0220
0.0111
0.8962
0.0707
0.0000
0.0000
tree
0.0112
0.0032
0.1306
0.8549
0.0001
0.0000
car
0.0702
0.0021
0.0073
0.0007
0.9197
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.844
0.952
0.873
0.862
0.770
--
Recall/Completeness
0.865
0.888
0.896
0.855
0.920
--
F1
0.854
0.919
0.884
0.859
0.838
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9355
0.0250
0.0253
0.0071
0.0071
0.0000
building
0.0601
0.9194
0.0166
0.0037
0.0002
0.0000
low_veg
0.0812
0.0313
0.6854
0.2017
0.0005
0.0000
tree
0.0115
0.0051
0.0589
0.9244
0.0001
0.0000
car
0.2485
0.0034
0.0043
0.0054
0.7383
0.0000
clutter
0.6718
0.2408
0.0568
0.0036
0.0270
0.0000
Precision/Correctness
0.862
0.954
0.870
0.682
0.905
0.000
Recall/Completeness
0.936
0.919
0.685
0.924
0.738
0.000
F1
0.897
0.937
0.767
0.785
0.813
-nan

Overall accuracy 0.871

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
0.9618
0.0150
0.0183
0.0026
0.0023
0.0000
building
0.0489
0.9388
0.0111
0.0011
0.0001
0.0000
low_veg
0.0634
0.0180
0.7268
0.1917
0.0001
0.0000
tree
0.0044
0.0014
0.0415
0.9527
0.0000
0.0000
car
0.1377
0.0015
0.0026
0.0044
0.8538
0.0000
clutter
0.6684
0.2638
0.0360
0.0002
0.0316
0.0000
Precision/Correctness
0.898
0.975
0.907
0.712
0.960
-nan
Recall/Completeness
0.962
0.939
0.727
0.953
0.854
0.000
F1
0.929
0.956
0.807
0.815
0.904
-nan

Overall accuracy 0.903

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
0.9414
0.0184
0.0195
0.0143
0.0062
0.0001
building
0.0235
0.9583
0.0108
0.0073
0.0000
0.0000
low_veg
0.0745
0.0194
0.6099
0.2952
0.0010
0.0000
tree
0.0055
0.0011
0.0254
0.9681
0.0000
0.0000
car
0.1873
0.0023
0.0003
0.0142
0.7718
0.0241
clutter
0.5250
0.3646
0.0343
0.0096
0.0355
0.0309
Precision/Correctness
0.917
0.923
0.857
0.670
0.729
0.713
Recall/Completeness
0.941
0.958
0.610
0.968
0.772
0.031
F1
0.929
0.940
0.713
0.792
0.750
0.059

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9627
0.0130
0.0131
0.0067
0.0045
0.0000
building
0.0165
0.9738
0.0060
0.0037
0.0000
0.0000
low_veg
0.0509
0.0079
0.6552
0.2854
0.0006
0.0000
tree
0.0012
0.0001
0.0166
0.9820
0.0000
0.0000
car
0.0979
0.0009
0.0001
0.0112
0.8629
0.0270
clutter
0.5022
0.3948
0.0269
0.0048
0.0348
0.0365
Precision/Correctness
0.940
0.940
0.901
0.707
0.748
0.772
Recall/Completeness
0.963
0.974
0.655
0.982
0.863
0.036
F1
0.951
0.957
0.759
0.822
0.801
0.070

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9678
0.0060
0.0119
0.0059
0.0079
0.0005
building
0.0522
0.9308
0.0126
0.0020
0.0024
0.0000
low_veg
0.0532
0.0013
0.9081
0.0358
0.0016
0.0001
tree
0.0417
0.0037
0.0832
0.8705
0.0009
0.0000
car
0.1701
0.0930
0.0072
0.0032
0.7265
0.0000
clutter
0.4721
0.2629
0.0230
0.0154
0.0375
0.1890
Precision/Correctness
0.885
0.944
0.879
0.918
0.831
0.969
Recall/Completeness
0.968
0.931
0.908
0.870
0.726
0.189
F1
0.924
0.938
0.893
0.894
0.775
0.316

Overall accuracy 0.903

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
0.9809
0.0046
0.0090
0.0020
0.0033
0.0001
building
0.0377
0.9531
0.0068
0.0004
0.0020
0.0000
low_veg
0.0357
0.0001
0.9351
0.0286
0.0006
0.0000
tree
0.0167
0.0005
0.0656
0.9171
0.0001
0.0000
car
0.0938
0.1079
0.0031
0.0005
0.7946
0.0000
clutter
0.4213
0.2958
0.0235
0.0073
0.0399
0.2122
Precision/Correctness
0.919
0.952
0.912
0.949
0.878
0.993
Recall/Completeness
0.981
0.953
0.935
0.917
0.795
0.212
F1
0.949
0.953
0.924
0.933
0.834
0.350

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9706
0.0097
0.0075
0.0053
0.0027
0.0042
building
0.0840
0.8194
0.0905
0.0048
0.0010
0.0001
low_veg
0.0619
0.0173
0.8845
0.0360
0.0004
0.0000
tree
0.0403
0.0063
0.1227
0.8306
0.0000
0.0000
car
0.2088
0.0501
0.0031
0.0017
0.7292
0.0071
clutter
0.3760
0.0525
0.0019
0.0002
0.0100
0.5595
Precision/Correctness
0.859
0.957
0.764
0.906
0.829
0.945
Recall/Completeness
0.971
0.819
0.884
0.831
0.729
0.559
F1
0.912
0.883
0.820
0.867
0.776
0.703

Overall accuracy 0.874

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
0.9864
0.0061
0.0032
0.0019
0.0014
0.0010
building
0.0777
0.8301
0.0889
0.0023
0.0009
0.0001
low_veg
0.0326
0.0116
0.9244
0.0313
0.0001
0.0000
tree
0.0176
0.0017
0.1142
0.8664
0.0000
0.0000
car
0.1031
0.0629
0.0009
0.0006
0.8259
0.0065
clutter
0.3420
0.0482
0.0006
0.0000
0.0101
0.5990
Precision/Correctness
0.887
0.972
0.779
0.935
0.862
0.984
Recall/Completeness
0.986
0.830
0.924
0.866
0.826
0.599
F1
0.934
0.895
0.845
0.899
0.844
0.745

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8607
0.0447
0.0731
0.0199
0.0016
0.0000
building
0.0308
0.9405
0.0211
0.0072
0.0005
0.0000
low_veg
0.0533
0.0120
0.7113
0.2234
0.0000
0.0000
tree
0.0402
0.0054
0.1106
0.8437
0.0001
0.0000
car
0.2195
0.0046
0.0025
0.0156
0.7578
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.869
0.942
0.780
0.760
0.911
--
Recall/Completeness
0.861
0.940
0.711
0.844
0.758
--
F1
0.865
0.941
0.744
0.800
0.827
--

Overall accuracy 0.840

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
0.8986
0.0403
0.0536
0.0069
0.0006
0.0000
building
0.0210
0.9664
0.0102
0.0019
0.0004
0.0000
low_veg
0.0377
0.0046
0.7409
0.2167
0.0000
0.0000
tree
0.0161
0.0014
0.0860
0.8965
0.0000
0.0000
car
0.1068
0.0026
0.0020
0.0083
0.8803
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.919
0.960
0.835
0.787
0.951
--
Recall/Completeness
0.899
0.966
0.741
0.896
0.880
--
F1
0.909
0.963
0.785
0.838
0.914
--

Overall accuracy 0.879

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
0.8934
0.0306
0.0524
0.0198
0.0035
0.0003
building
0.0217
0.9253
0.0470
0.0047
0.0014
0.0000
low_veg
0.0465
0.0396
0.8193
0.0944
0.0002
0.0000
tree
0.0228
0.0046
0.1085
0.8640
0.0001
0.0000
car
0.2023
0.0079
0.0344
0.0055
0.7498
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.906
0.920
0.829
0.836
0.840
--
Recall/Completeness
0.893
0.925
0.819
0.864
0.750
--
F1
0.900
0.923
0.824
0.850
0.792
--

Overall accuracy 0.874

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
0.9233
0.0284
0.0383
0.0084
0.0013
0.0003
building
0.0147
0.9504
0.0322
0.0015
0.0012
0.0000
low_veg
0.0324
0.0377
0.8522
0.0777
0.0001
0.0000
tree
0.0089
0.0015
0.0868
0.9027
0.0000
0.0000
car
0.1089
0.0068
0.0251
0.0021
0.8571
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.942
0.932
0.869
0.876
0.901
--
Recall/Completeness
0.923
0.950
0.852
0.903
0.857
--
F1
0.932
0.941
0.861
0.889
0.878
--

Overall accuracy 0.906

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image