Detailled semantic labeling (2D) result


Name Z. Cheng
Affiliation Wuhan University, China
Abbreviation WUH_C4
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
0.890
0.032
0.045
0.025
0.008
0.000
building
0.048
0.923
0.018
0.011
0.001
0.000
low_veg
0.084
0.023
0.737
0.156
0.001
0.000
tree
0.019
0.006
0.110
0.864
0.000
0.000
car
0.353
0.029
0.017
0.008
0.593
0.000
clutter
0.682
0.182
0.010
0.008
0.118
0.000
Precision/Correctness
0.844
0.933
0.790
0.818
0.678
0.000
Recall/Completeness
0.890
0.923
0.737
0.864
0.593
0.000
F1
0.867
0.928
0.763
0.840
0.633
-nan

Overall accuracy 0.848

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
0.922
0.025
0.034
0.014
0.005
0.000
building
0.038
0.942
0.013
0.006
0.000
0.000
low_veg
0.073
0.015
0.773
0.139
0.001
0.000
tree
0.011
0.003
0.094
0.892
0.000
0.000
car
0.291
0.033
0.013
0.004
0.659
0.000
clutter
0.682
0.188
0.006
0.003
0.121
0.000
Precision/Correctness
0.874
0.953
0.827
0.851
0.706
0.000
Recall/Completeness
0.922
0.942
0.773
0.892
0.659
0.000
F1
0.897
0.947
0.799
0.871
0.682
-nan

Overall accuracy 0.879
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8935
0.0097
0.0689
0.0144
0.0135
0.0000
building
0.0478
0.9167
0.0324
0.0029
0.0003
0.0000
low_veg
0.0525
0.0161
0.8657
0.0652
0.0006
0.0000
tree
0.0184
0.0033
0.2093
0.7689
0.0001
0.0000
car
0.3131
0.0019
0.0166
0.0044
0.6641
0.0000
clutter
0.9693
0.0000
0.0052
0.0255
0.0000
0.0000
Precision/Correctness
0.814
0.967
0.734
0.901
0.741
-nan
Recall/Completeness
0.893
0.917
0.866
0.769
0.664
0.000
F1
0.852
0.941
0.794
0.830
0.701
-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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9328
0.0061
0.0440
0.0068
0.0103
0.0000
building
0.0384
0.9394
0.0210
0.0010
0.0002
0.0000
low_veg
0.0409
0.0095
0.8918
0.0576
0.0003
0.0000
tree
0.0096
0.0015
0.1875
0.8013
0.0000
0.0000
car
0.2331
0.0004
0.0121
0.0020
0.7523
0.0000
clutter
0.9883
0.0000
0.0021
0.0096
0.0000
0.0000
Precision/Correctness
0.841
0.982
0.773
0.926
0.772
-nan
Recall/Completeness
0.933
0.939
0.892
0.801
0.752
0.000
F1
0.884
0.960
0.828
0.859
0.762
-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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8996
0.0733
0.0139
0.0070
0.0061
0.0000
building
0.0719
0.9193
0.0049
0.0038
0.0000
0.0000
low_veg
0.3135
0.0710
0.3664
0.2473
0.0018
0.0000
tree
0.0653
0.0138
0.1443
0.7765
0.0001
0.0000
car
0.4963
0.0066
0.0046
0.0014
0.4910
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.802
0.953
0.542
0.710
0.790
--
Recall/Completeness
0.900
0.919
0.366
0.777
0.491
--
F1
0.848
0.936
0.437
0.742
0.606
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9301
0.0517
0.0116
0.0035
0.0032
0.0000
building
0.0578
0.9360
0.0041
0.0021
0.0000
0.0000
low_veg
0.2909
0.0476
0.4030
0.2579
0.0006
0.0000
tree
0.0408
0.0057
0.1460
0.8075
0.0000
0.0000
car
0.4422
0.0045
0.0027
0.0005
0.5501
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.835
0.970
0.562
0.751
0.866
--
Recall/Completeness
0.930
0.936
0.403
0.808
0.550
--
F1
0.880
0.953
0.469
0.778
0.673
--

Overall accuracy 0.902

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
0.8796
0.0627
0.0304
0.0161
0.0109
0.0002
building
0.0532
0.9206
0.0182
0.0076
0.0004
0.0000
low_veg
0.1040
0.0390
0.5980
0.2564
0.0027
0.0000
tree
0.0150
0.0045
0.0498
0.9306
0.0001
0.0000
car
0.4707
0.0118
0.0064
0.0054
0.5036
0.0021
clutter
--
--
--
--
--
--
Precision/Correctness
0.846
0.934
0.693
0.887
0.718
--
Recall/Completeness
0.880
0.921
0.598
0.931
0.504
--
F1
0.863
0.927
0.642
0.908
0.592
--

Overall accuracy 0.872

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
0.9193
0.0455
0.0204
0.0073
0.0073
0.0002
building
0.0434
0.9389
0.0140
0.0033
0.0003
0.0000
low_veg
0.0911
0.0241
0.6442
0.2390
0.0016
0.0000
tree
0.0068
0.0020
0.0388
0.9524
0.0000
0.0000
car
0.4179
0.0057
0.0068
0.0020
0.5661
0.0014
clutter
--
--
--
--
--
--
Precision/Correctness
0.881
0.957
0.745
0.915
0.768
--
Recall/Completeness
0.919
0.939
0.644
0.952
0.566
--
F1
0.900
0.948
0.691
0.933
0.652
--

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_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8960
0.0468
0.0366
0.0150
0.0057
0.0000
building
0.0415
0.9389
0.0143
0.0051
0.0002
0.0000
low_veg
0.1086
0.0172
0.8300
0.0419
0.0023
0.0000
tree
0.0365
0.0092
0.1362
0.8177
0.0003
0.0000
car
0.3877
0.0101
0.0314
0.0089
0.5618
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.859
0.914
0.773
0.932
0.802
--
Recall/Completeness
0.896
0.939
0.830
0.818
0.562
--
F1
0.877
0.926
0.801
0.871
0.661
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9241
0.0404
0.0253
0.0072
0.0030
0.0000
building
0.0271
0.9619
0.0083
0.0027
0.0001
0.0000
low_veg
0.0909
0.0094
0.8649
0.0327
0.0020
0.0000
tree
0.0232
0.0049
0.1153
0.8565
0.0001
0.0000
car
0.3214
0.0089
0.0245
0.0076
0.6375
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.895
0.936
0.816
0.957
0.853
--
Recall/Completeness
0.924
0.962
0.865
0.856
0.638
--
F1
0.909
0.949
0.840
0.904
0.730
--

Overall accuracy 0.902

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
0.8584
0.0600
0.0402
0.0337
0.0075
0.0001
building
0.0476
0.9142
0.0181
0.0189
0.0012
0.0000
low_veg
0.1163
0.0271
0.6521
0.2040
0.0005
0.0000
tree
0.0139
0.0082
0.0738
0.9036
0.0005
0.0000
car
0.3026
0.0444
0.0170
0.0123
0.6237
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.898
0.881
0.768
0.778
0.571
--
Recall/Completeness
0.858
0.914
0.652
0.904
0.624
--
F1
0.878
0.897
0.705
0.836
0.596
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8944
0.0490
0.0325
0.0188
0.0051
0.0001
building
0.0405
0.9314
0.0141
0.0133
0.0008
0.0000
low_veg
0.1146
0.0175
0.6938
0.1736
0.0005
0.0000
tree
0.0082
0.0044
0.0587
0.9285
0.0002
0.0000
car
0.2642
0.0491
0.0129
0.0086
0.6651
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.914
0.907
0.809
0.823
0.608
--
Recall/Completeness
0.894
0.931
0.694
0.929
0.665
--
F1
0.904
0.919
0.747
0.873
0.635
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8881
0.0174
0.0465
0.0407
0.0073
0.0000
building
0.0232
0.9573
0.0068
0.0126
0.0000
0.0000
low_veg
0.1311
0.0228
0.5851
0.2605
0.0005
0.0000
tree
0.0235
0.0057
0.1055
0.8652
0.0002
0.0000
car
0.2004
0.0000
0.0000
0.0002
0.7994
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.708
0.942
0.783
0.793
0.763
--
Recall/Completeness
0.888
0.957
0.585
0.865
0.799
--
F1
0.788
0.950
0.670
0.827
0.781
--

Overall accuracy 0.804

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
0.9208
0.0151
0.0349
0.0259
0.0033
0.0000
building
0.0142
0.9773
0.0037
0.0048
0.0000
0.0000
low_veg
0.1283
0.0156
0.6164
0.2390
0.0006
0.0000
tree
0.0168
0.0029
0.0932
0.8871
0.0001
0.0000
car
0.1342
0.0000
0.0000
0.0000
0.8658
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.742
0.961
0.812
0.820
0.832
--
Recall/Completeness
0.921
0.977
0.616
0.887
0.866
--
F1
0.821
0.969
0.701
0.852
0.848
--

Overall accuracy 0.832

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
0.8299
0.0262
0.0909
0.0463
0.0068
0.0000
building
0.0247
0.9337
0.0311
0.0104
0.0000
0.0000
low_veg
0.0831
0.0431
0.6684
0.2049
0.0004
0.0000
tree
0.0220
0.0141
0.1017
0.8623
0.0000
0.0000
car
0.1042
0.0000
0.0207
0.0068
0.8683
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.852
0.883
0.738
0.817
0.580
--
Recall/Completeness
0.830
0.934
0.668
0.862
0.868
--
F1
0.841
0.908
0.701
0.839
0.696
--

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_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8541
0.0230
0.0843
0.0335
0.0051
0.0000
building
0.0160
0.9561
0.0232
0.0047
0.0000
0.0000
low_veg
0.0785
0.0303
0.7011
0.1898
0.0004
0.0000
tree
0.0156
0.0086
0.0912
0.8846
0.0000
0.0000
car
0.0485
0.0000
0.0145
0.0010
0.9360
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.878
0.913
0.762
0.843
0.592
--
Recall/Completeness
0.854
0.956
0.701
0.885
0.936
--
F1
0.866
0.934
0.730
0.863
0.726
--

Overall accuracy 0.844

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
0.7362
0.0239
0.1706
0.0660
0.0034
0.0000
building
0.0209
0.9275
0.0349
0.0167
0.0000
0.0000
low_veg
0.0109
0.0160
0.8215
0.1515
0.0001
0.0000
tree
0.0104
0.0071
0.1315
0.8510
0.0000
0.0000
car
0.1758
0.0048
0.0734
0.0184
0.7276
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.911
0.937
0.750
0.843
0.743
--
Recall/Completeness
0.736
0.927
0.821
0.851
0.728
--
F1
0.814
0.932
0.784
0.847
0.735
--

Overall accuracy 0.838

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
0.7790
0.0200
0.1543
0.0447
0.0020
0.0000
building
0.0181
0.9521
0.0220
0.0077
0.0000
0.0000
low_veg
0.0090
0.0103
0.8459
0.1348
0.0001
0.0000
tree
0.0066
0.0041
0.1172
0.8721
0.0000
0.0000
car
0.1077
0.0044
0.0659
0.0113
0.8107
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.933
0.957
0.781
0.869
0.794
--
Recall/Completeness
0.779
0.952
0.846
0.872
0.811
--
F1
0.849
0.955
0.812
0.871
0.802
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8367
0.0176
0.0932
0.0506
0.0019
0.0000
building
0.0328
0.8981
0.0579
0.0111
0.0001
0.0000
low_veg
0.0634
0.0147
0.7231
0.1965
0.0024
0.0000
tree
0.0078
0.0012
0.0649
0.9261
0.0000
0.0000
car
0.3214
0.0155
0.0300
0.0107
0.6225
0.0000
clutter
0.9766
0.0101
0.0125
0.0003
0.0005
0.0000
Precision/Correctness
0.776
0.953
0.717
0.884
0.747
-nan
Recall/Completeness
0.837
0.898
0.723
0.926
0.622
0.000
F1
0.805
0.925
0.720
0.904
0.679
-nan

Overall accuracy 0.838

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
0.8692
0.0129
0.0808
0.0364
0.0007
0.0000
building
0.0274
0.9153
0.0535
0.0037
0.0001
0.0000
low_veg
0.0557
0.0084
0.7654
0.1679
0.0026
0.0000
tree
0.0035
0.0002
0.0519
0.9445
0.0000
0.0000
car
0.2404
0.0170
0.0148
0.0029
0.7249
0.0000
clutter
0.9823
0.0082
0.0089
0.0001
0.0005
0.0000
Precision/Correctness
0.796
0.971
0.750
0.910
0.768
-nan
Recall/Completeness
0.869
0.915
0.765
0.944
0.725
0.000
F1
0.831
0.942
0.758
0.927
0.746
-nan

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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8667
0.0230
0.0503
0.0535
0.0065
0.0000
building
0.0300
0.9221
0.0345
0.0134
0.0000
0.0000
low_veg
0.1219
0.0329
0.6399
0.2047
0.0006
0.0000
tree
0.0185
0.0037
0.0623
0.9155
0.0001
0.0000
car
0.4305
0.0131
0.0476
0.0242
0.4846
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.874
0.915
0.760
0.812
0.705
--
Recall/Completeness
0.867
0.922
0.640
0.916
0.485
--
F1
0.870
0.919
0.695
0.861
0.574
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9035
0.0170
0.0421
0.0332
0.0043
0.0000
building
0.0205
0.9462
0.0266
0.0067
0.0000
0.0000
low_veg
0.1207
0.0223
0.6797
0.1767
0.0006
0.0000
tree
0.0092
0.0017
0.0483
0.9407
0.0000
0.0000
car
0.3781
0.0144
0.0425
0.0136
0.5515
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.899
0.942
0.802
0.853
0.747
--
Recall/Completeness
0.903
0.946
0.680
0.941
0.551
--
F1
0.901
0.944
0.736
0.895
0.635
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8115
0.0463
0.0886
0.0494
0.0042
0.0000
building
0.0692
0.8825
0.0184
0.0299
0.0000
0.0000
low_veg
0.0441
0.0189
0.8121
0.1248
0.0001
0.0000
tree
0.0149
0.0108
0.1252
0.8488
0.0003
0.0000
car
0.3842
0.0000
0.0074
0.0057
0.6027
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.764
0.906
0.874
0.771
0.757
--
Recall/Completeness
0.812
0.883
0.812
0.849
0.603
--
F1
0.787
0.894
0.842
0.808
0.671
--

Overall accuracy 0.834

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
0.8438
0.0369
0.0804
0.0367
0.0022
0.0000
building
0.0657
0.8953
0.0146
0.0243
0.0000
0.0000
low_veg
0.0400
0.0141
0.8355
0.1103
0.0001
0.0000
tree
0.0093
0.0071
0.1096
0.8737
0.0003
0.0000
car
0.3140
0.0000
0.0007
0.0012
0.6842
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.788
0.930
0.893
0.796
0.813
--
Recall/Completeness
0.844
0.895
0.836
0.874
0.684
--
F1
0.815
0.912
0.863
0.833
0.743
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9224
0.0315
0.0188
0.0075
0.0198
0.0000
building
0.0829
0.8984
0.0112
0.0071
0.0004
0.0000
low_veg
0.1572
0.0302
0.6824
0.1288
0.0014
0.0000
tree
0.0214
0.0069
0.0998
0.8717
0.0002
0.0000
car
0.3275
0.0059
0.0075
0.0047
0.6544
0.0000
clutter
0.6859
0.1118
0.0317
0.0084
0.1621
0.0000
Precision/Correctness
0.799
0.948
0.868
0.743
0.748
-nan
Recall/Completeness
0.922
0.898
0.682
0.872
0.654
0.000
F1
0.856
0.923
0.764
0.802
0.698
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9522
0.0213
0.0117
0.0034
0.0114
0.0000
building
0.0702
0.9182
0.0071
0.0042
0.0003
0.0000
low_veg
0.1430
0.0181
0.7213
0.1165
0.0011
0.0000
tree
0.0120
0.0034
0.0787
0.9059
0.0000
0.0000
car
0.2694
0.0041
0.0055
0.0030
0.7180
0.0000
clutter
0.7258
0.1014
0.0208
0.0045
0.1474
0.0000
Precision/Correctness
0.830
0.969
0.906
0.781
0.807
-nan
Recall/Completeness
0.952
0.918
0.721
0.906
0.718
0.000
F1
0.887
0.943
0.803
0.839
0.760
-nan

Overall accuracy 0.884

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
0.9433
0.0152
0.0224
0.0145
0.0045
0.0000
building
0.0487
0.9343
0.0048
0.0120
0.0002
0.0000
low_veg
0.0994
0.0250
0.6565
0.2184
0.0006
0.0000
tree
0.0124
0.0026
0.0672
0.9179
0.0000
0.0000
car
0.4299
0.0028
0.0223
0.0094
0.5356
0.0000
clutter
0.5819
0.2356
0.0206
0.0104
0.1515
0.0000
Precision/Correctness
0.884
0.936
0.836
0.704
0.523
-nan
Recall/Completeness
0.943
0.934
0.657
0.918
0.536
0.000
F1
0.913
0.935
0.735
0.797
0.529
-nan

Overall accuracy 0.862

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
0.9661
0.0097
0.0140
0.0078
0.0024
0.0000
building
0.0406
0.9494
0.0020
0.0079
0.0002
0.0000
low_veg
0.0807
0.0125
0.7011
0.2050
0.0007
0.0000
tree
0.0071
0.0012
0.0565
0.9352
0.0000
0.0000
car
0.3768
0.0010
0.0206
0.0062
0.5954
0.0000
clutter
0.5742
0.2429
0.0137
0.0043
0.1649
0.0000
Precision/Correctness
0.907
0.955
0.879
0.746
0.519
-nan
Recall/Completeness
0.966
0.949
0.701
0.935
0.595
0.000
F1
0.936
0.952
0.780
0.830
0.555
-nan

Overall accuracy 0.891

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
0.9640
0.0098
0.0124
0.0062
0.0076
0.0000
building
0.0439
0.9459
0.0049
0.0034
0.0019
0.0000
low_veg
0.0797
0.0066
0.8853
0.0276
0.0008
0.0000
tree
0.0400
0.0049
0.1227
0.8319
0.0005
0.0000
car
0.2856
0.1159
0.0087
0.0096
0.5801
0.0000
clutter
0.5386
0.4117
0.0103
0.0082
0.0311
0.0000
Precision/Correctness
0.868
0.918
0.864
0.921
0.816
-nan
Recall/Completeness
0.964
0.946
0.885
0.832
0.580
0.000
F1
0.913
0.932
0.874
0.874
0.678
-nan

Overall accuracy 0.886

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
0.9803
0.0064
0.0074
0.0024
0.0036
0.0000
building
0.0309
0.9654
0.0017
0.0005
0.0015
0.0000
low_veg
0.0581
0.0035
0.9180
0.0199
0.0005
0.0000
tree
0.0206
0.0016
0.1024
0.8753
0.0000
0.0000
car
0.2192
0.1372
0.0046
0.0037
0.6352
0.0000
clutter
0.4912
0.4655
0.0073
0.0029
0.0331
0.0000
Precision/Correctness
0.903
0.930
0.902
0.958
0.862
-nan
Recall/Completeness
0.980
0.965
0.918
0.875
0.635
0.000
F1
0.940
0.947
0.910
0.915
0.732
-nan

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9702
0.0092
0.0075
0.0052
0.0078
0.0000
building
0.0315
0.9117
0.0310
0.0226
0.0032
0.0000
low_veg
0.1153
0.0234
0.8230
0.0366
0.0017
0.0000
tree
0.0411
0.0082
0.1655
0.7851
0.0001
0.0000
car
0.3794
0.0008
0.0167
0.0004
0.6027
0.0000
clutter
0.5401
0.1679
0.0019
0.0009
0.2892
0.0000
Precision/Correctness
0.851
0.939
0.811
0.852
0.280
-nan
Recall/Completeness
0.970
0.912
0.823
0.785
0.603
0.000
F1
0.907
0.925
0.817
0.817
0.383
-nan

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_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9847
0.0052
0.0031
0.0020
0.0049
0.0000
building
0.0234
0.9230
0.0301
0.0208
0.0028
0.0000
low_veg
0.0870
0.0139
0.8639
0.0340
0.0012
0.0000
tree
0.0219
0.0034
0.1555
0.8192
0.0000
0.0000
car
0.3239
0.0000
0.0119
0.0000
0.6642
0.0000
clutter
0.5146
0.1765
0.0010
0.0002
0.3077
0.0000
Precision/Correctness
0.881
0.954
0.832
0.873
0.265
-nan
Recall/Completeness
0.985
0.923
0.864
0.819
0.664
0.000
F1
0.930
0.938
0.848
0.845
0.379
-nan

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8257
0.0410
0.0935
0.0359
0.0039
0.0000
building
0.0596
0.9144
0.0147
0.0105
0.0008
0.0000
low_veg
0.0591
0.0181
0.6936
0.2283
0.0009
0.0000
tree
0.0207
0.0062
0.1540
0.8190
0.0001
0.0000
car
0.3915
0.0326
0.0040
0.0202
0.5516
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.844
0.937
0.731
0.737
0.742
--
Recall/Completeness
0.826
0.914
0.694
0.819
0.552
--
F1
0.835
0.925
0.712
0.776
0.633
--

Overall accuracy 0.813

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
0.8817
0.0365
0.0624
0.0169
0.0025
0.0000
building
0.0455
0.9428
0.0069
0.0041
0.0007
0.0000
low_veg
0.0481
0.0105
0.7215
0.2192
0.0007
0.0000
tree
0.0081
0.0023
0.1242
0.8653
0.0001
0.0000
car
0.3180
0.0404
0.0035
0.0105
0.6277
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.885
0.956
0.794
0.770
0.788
--
Recall/Completeness
0.882
0.943
0.721
0.865
0.628
--
F1
0.883
0.949
0.756
0.815
0.699
--

Overall accuracy 0.855

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
0.8907
0.0342
0.0381
0.0294
0.0076
0.0000
building
0.0247
0.9425
0.0154
0.0172
0.0003
0.0000
low_veg
0.0637
0.0184
0.7664
0.1504
0.0011
0.0000
tree
0.0166
0.0062
0.0917
0.8853
0.0002
0.0000
car
0.3274
0.0454
0.0410
0.0089
0.5773
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.887
0.937
0.869
0.760
0.695
--
Recall/Completeness
0.891
0.942
0.766
0.885
0.577
--
F1
0.889
0.940
0.814
0.818
0.631
--

Overall accuracy 0.865

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
0.9255
0.0310
0.0236
0.0146
0.0053
0.0000
building
0.0160
0.9671
0.0077
0.0091
0.0002
0.0000
low_veg
0.0508
0.0121
0.8078
0.1284
0.0010
0.0000
tree
0.0076
0.0027
0.0764
0.9133
0.0001
0.0000
car
0.2706
0.0522
0.0301
0.0037
0.6434
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.920
0.953
0.906
0.806
0.728
--
Recall/Completeness
0.925
0.967
0.808
0.913
0.643
--
F1
0.923
0.960
0.854
0.856
0.683
--

Overall accuracy 0.900

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image