Detailled semantic labeling (2D) result


Name T. V. Duy
Affiliation Hanoi University of Science and Technology, Vietnam
Abbreviation BKHN_2
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
0.910
0.031
0.038
0.017
0.004
0.000
building
0.064
0.903
0.028
0.005
0.001
0.000
low_veg
0.059
0.026
0.770
0.145
0.000
0.000
tree
0.021
0.005
0.100
0.874
0.000
0.000
car
0.220
0.050
0.008
0.006
0.715
0.001
clutter
0.364
0.345
0.014
0.010
0.028
0.239
Precision/Correctness
0.863
0.925
0.804
0.841
0.841
0.930
Recall/Completeness
0.910
0.903
0.770
0.874
0.715
0.239
F1
0.885
0.913
0.787
0.857
0.773
0.380

Overall accuracy 0.861

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
0.936
0.024
0.030
0.008
0.002
0.000
building
0.057
0.920
0.021
0.002
0.001
0.000
low_veg
0.046
0.017
0.805
0.132
0.000
0.000
tree
0.010
0.002
0.083
0.906
0.000
0.000
car
0.123
0.058
0.005
0.003
0.810
0.001
clutter
0.327
0.366
0.010
0.003
0.028
0.266
Precision/Correctness
0.892
0.945
0.840
0.870
0.878
0.939
Recall/Completeness
0.936
0.920
0.805
0.906
0.810
0.266
F1
0.913
0.932
0.822
0.887
0.842
0.414

Overall accuracy 0.890
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9558
0.0101
0.0170
0.0125
0.0046
0.0000
building
0.0634
0.9093
0.0244
0.0027
0.0000
0.0001
low_veg
0.0803
0.0171
0.7245
0.1780
0.0001
0.0000
tree
0.0284
0.0043
0.1069
0.8595
0.0002
0.0007
car
0.2584
0.0044
0.0002
0.0023
0.7347
0.0000
clutter
0.0924
0.0000
0.0000
0.0327
0.0000
0.8749
Precision/Correctness
0.836
0.964
0.830
0.816
0.903
0.988
Recall/Completeness
0.956
0.909
0.724
0.859
0.735
0.875
F1
0.892
0.936
0.774
0.837
0.810
0.928

Overall accuracy 0.860

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
0.9772
0.0070
0.0092
0.0035
0.0030
0.0000
building
0.0545
0.9310
0.0142
0.0003
0.0000
0.0000
low_veg
0.0606
0.0097
0.7578
0.1718
0.0001
0.0000
tree
0.0129
0.0014
0.0940
0.8913
0.0001
0.0003
car
0.1349
0.0041
0.0000
0.0008
0.8602
0.0000
clutter
0.0930
0.0000
0.0000
0.0112
0.0000
0.8958
Precision/Correctness
0.876
0.980
0.862
0.840
0.928
0.996
Recall/Completeness
0.977
0.931
0.758
0.891
0.860
0.896
F1
0.924
0.955
0.807
0.865
0.893
0.943

Overall accuracy 0.890

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
0.9348
0.0439
0.0122
0.0049
0.0042
0.0001
building
0.0895
0.8987
0.0094
0.0014
0.0010
0.0001
low_veg
0.1750
0.0403
0.5298
0.2523
0.0026
0.0000
tree
0.0516
0.0151
0.0969
0.8361
0.0003
0.0000
car
0.2643
0.0142
0.0002
0.0032
0.7181
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.809
0.970
0.636
0.748
0.845
--
Recall/Completeness
0.935
0.899
0.530
0.836
0.718
--
F1
0.867
0.933
0.578
0.790
0.776
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9608
0.0260
0.0094
0.0019
0.0019
0.0001
building
0.0762
0.9144
0.0079
0.0006
0.0010
0.0001
low_veg
0.1336
0.0137
0.5736
0.2768
0.0024
0.0000
tree
0.0220
0.0060
0.0876
0.8845
0.0000
0.0000
car
0.1541
0.0107
0.0000
0.0011
0.8341
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.838
0.985
0.668
0.776
0.883
--
Recall/Completeness
0.961
0.914
0.574
0.884
0.834
--
F1
0.895
0.948
0.617
0.827
0.858
--

Overall accuracy 0.912

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
0.9113
0.0431
0.0302
0.0102
0.0052
0.0000
building
0.0794
0.8992
0.0175
0.0034
0.0004
0.0001
low_veg
0.1027
0.0221
0.7416
0.1331
0.0006
0.0000
tree
0.0163
0.0032
0.0584
0.9220
0.0001
0.0000
car
0.2621
0.0146
0.0000
0.0027
0.7206
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.834
0.954
0.723
0.937
0.884
--
Recall/Completeness
0.911
0.899
0.742
0.922
0.721
--
F1
0.871
0.926
0.732
0.929
0.794
--

Overall accuracy 0.889

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
0.9446
0.0294
0.0216
0.0030
0.0014
0.0000
building
0.0691
0.9160
0.0130
0.0014
0.0003
0.0001
low_veg
0.0846
0.0086
0.7904
0.1162
0.0002
0.0000
tree
0.0060
0.0006
0.0432
0.9502
0.0000
0.0000
car
0.1768
0.0088
0.0000
0.0006
0.8138
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.868
0.974
0.772
0.957
0.952
--
Recall/Completeness
0.945
0.916
0.790
0.950
0.814
--
F1
0.904
0.944
0.781
0.954
0.878
--

Overall accuracy 0.920

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
0.0292
0.0621
0.0090
0.0037
0.0000
building
0.0462
0.9289
0.0204
0.0038
0.0007
0.0000
low_veg
0.0484
0.0138
0.8696
0.0678
0.0004
0.0000
tree
0.0254
0.0051
0.0896
0.8798
0.0002
0.0000
car
0.2464
0.0087
0.0125
0.0066
0.7258
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.902
0.942
0.789
0.925
0.895
--
Recall/Completeness
0.896
0.929
0.870
0.880
0.726
--
F1
0.899
0.935
0.827
0.902
0.802
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9206
0.0234
0.0519
0.0022
0.0019
0.0000
building
0.0367
0.9494
0.0118
0.0014
0.0006
0.0000
low_veg
0.0321
0.0063
0.9038
0.0578
0.0000
0.0000
tree
0.0095
0.0020
0.0685
0.9200
0.0001
0.0000
car
0.1381
0.0076
0.0069
0.0045
0.8428
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.938
0.961
0.831
0.947
0.934
--
Recall/Completeness
0.921
0.949
0.904
0.920
0.843
--
F1
0.929
0.955
0.866
0.933
0.886
--

Overall accuracy 0.923

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
0.8611
0.0657
0.0492
0.0197
0.0037
0.0006
building
0.0403
0.9305
0.0192
0.0099
0.0000
0.0000
low_veg
0.0714
0.0333
0.7358
0.1593
0.0002
0.0000
tree
0.0169
0.0088
0.0759
0.8984
0.0000
0.0000
car
0.2185
0.0279
0.0064
0.0006
0.7465
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.923
0.871
0.770
0.830
0.785
--
Recall/Completeness
0.861
0.931
0.736
0.898
0.747
--
F1
0.891
0.900
0.753
0.863
0.765
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8943
0.0528
0.0413
0.0085
0.0024
0.0006
building
0.0351
0.9437
0.0139
0.0072
0.0000
0.0000
low_veg
0.0686
0.0210
0.7780
0.1322
0.0003
0.0000
tree
0.0075
0.0042
0.0568
0.9315
0.0000
0.0000
car
0.1332
0.0326
0.0051
0.0000
0.8290
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.939
0.902
0.811
0.872
0.817
--
Recall/Completeness
0.894
0.944
0.778
0.932
0.829
--
F1
0.916
0.922
0.794
0.901
0.823
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8754
0.0402
0.0537
0.0276
0.0032
0.0000
building
0.1256
0.8569
0.0123
0.0051
0.0001
0.0000
low_veg
0.0506
0.0331
0.7487
0.1670
0.0004
0.0003
tree
0.0093
0.0069
0.1136
0.8702
0.0000
0.0000
car
0.1515
0.0022
0.0002
0.0087
0.8351
0.0023
clutter
--
--
--
--
--
--
Precision/Correctness
0.744
0.901
0.807
0.858
0.878
--
Recall/Completeness
0.875
0.857
0.749
0.870
0.835
--
F1
0.804
0.879
0.777
0.864
0.856
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9036
0.0373
0.0457
0.0128
0.0007
0.0000
building
0.1322
0.8612
0.0049
0.0015
0.0001
0.0000
low_veg
0.0488
0.0222
0.7835
0.1449
0.0003
0.0003
tree
0.0041
0.0023
0.0964
0.8972
0.0000
0.0000
car
0.0590
0.0009
0.0000
0.0019
0.9347
0.0035
clutter
--
--
--
--
--
--
Precision/Correctness
0.758
0.931
0.837
0.885
0.942
--
Recall/Completeness
0.904
0.861
0.783
0.897
0.935
--
F1
0.824
0.895
0.809
0.891
0.938
--

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_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8610
0.0275
0.0711
0.0338
0.0066
0.0000
building
0.0170
0.9549
0.0229
0.0052
0.0000
0.0000
low_veg
0.0807
0.0473
0.7149
0.1569
0.0002
0.0000
tree
0.0261
0.0102
0.1279
0.8355
0.0002
0.0001
car
0.1301
0.0000
0.0000
0.0054
0.8645
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.858
0.885
0.742
0.852
0.584
--
Recall/Completeness
0.861
0.955
0.715
0.836
0.865
--
F1
0.860
0.919
0.728
0.844
0.697
--

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8823
0.0227
0.0660
0.0232
0.0058
0.0000
building
0.0125
0.9732
0.0124
0.0019
0.0000
0.0000
low_veg
0.0769
0.0323
0.7432
0.1475
0.0002
0.0000
tree
0.0179
0.0044
0.1148
0.8627
0.0002
0.0001
car
0.0343
0.0000
0.0000
0.0007
0.9650
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.882
0.920
0.766
0.873
0.565
--
Recall/Completeness
0.882
0.973
0.743
0.863
0.965
--
F1
0.882
0.946
0.755
0.868
0.713
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8494
0.0322
0.0654
0.0496
0.0034
0.0000
building
0.0413
0.9266
0.0230
0.0089
0.0001
0.0000
low_veg
0.0319
0.0212
0.8138
0.1323
0.0001
0.0008
tree
0.0275
0.0056
0.1260
0.8409
0.0000
0.0000
car
0.1340
0.0026
0.0188
0.0116
0.8319
0.0012
clutter
--
--
--
--
--
--
Precision/Correctness
0.828
0.925
0.800
0.864
0.757
--
Recall/Completeness
0.849
0.927
0.814
0.841
0.832
--
F1
0.839
0.926
0.807
0.852
0.793
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8847
0.0271
0.0554
0.0311
0.0017
0.0000
building
0.0383
0.9466
0.0116
0.0034
0.0000
0.0000
low_veg
0.0277
0.0142
0.8378
0.1195
0.0001
0.0008
tree
0.0193
0.0019
0.1117
0.8671
0.0000
0.0000
car
0.0773
0.0017
0.0091
0.0008
0.9104
0.0007
clutter
--
--
--
--
--
--
Precision/Correctness
0.857
0.950
0.828
0.887
0.829
--
Recall/Completeness
0.885
0.947
0.838
0.867
0.910
--
F1
0.871
0.948
0.833
0.877
0.868
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8218
0.0566
0.0708
0.0448
0.0059
0.0000
building
0.0275
0.9373
0.0292
0.0059
0.0000
0.0000
low_veg
0.0566
0.0308
0.7613
0.1512
0.0001
0.0000
tree
0.0078
0.0016
0.0568
0.9338
0.0001
0.0000
car
0.1471
0.0232
0.0452
0.0127
0.7719
0.0000
clutter
0.0074
0.9884
0.0033
0.0009
0.0000
0.0000
Precision/Correctness
0.895
0.774
0.776
0.907
0.723
-nan
Recall/Completeness
0.822
0.937
0.761
0.934
0.772
0.000
F1
0.857
0.848
0.768
0.920
0.747
-nan

Overall accuracy 0.853

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
0.8547
0.0484
0.0664
0.0268
0.0037
0.0000
building
0.0259
0.9486
0.0235
0.0020
0.0000
0.0000
low_veg
0.0519
0.0193
0.8044
0.1243
0.0001
0.0000
tree
0.0030
0.0003
0.0433
0.9534
0.0000
0.0000
car
0.0842
0.0250
0.0364
0.0048
0.8496
0.0000
clutter
0.0046
0.9942
0.0010
0.0001
0.0000
0.0000
Precision/Correctness
0.917
0.792
0.807
0.933
0.764
-nan
Recall/Completeness
0.855
0.949
0.804
0.953
0.850
0.000
F1
0.885
0.863
0.806
0.943
0.805
-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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8921
0.0255
0.0436
0.0332
0.0057
0.0000
building
0.0336
0.9477
0.0124
0.0063
0.0000
0.0000
low_veg
0.0931
0.0375
0.7266
0.1425
0.0003
0.0000
tree
0.0208
0.0034
0.0663
0.9094
0.0002
0.0000
car
0.2336
0.0232
0.0069
0.0178
0.7162
0.0024
clutter
--
--
--
--
--
--
Precision/Correctness
0.895
0.909
0.806
0.866
0.802
--
Recall/Completeness
0.892
0.948
0.727
0.909
0.716
--
F1
0.894
0.928
0.764
0.887
0.757
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9248
0.0186
0.0365
0.0166
0.0036
0.0000
building
0.0277
0.9648
0.0047
0.0027
0.0000
0.0000
low_veg
0.0905
0.0248
0.7682
0.1161
0.0003
0.0000
tree
0.0084
0.0009
0.0488
0.9419
0.0001
0.0000
car
0.1419
0.0279
0.0047
0.0057
0.8162
0.0036
clutter
--
--
--
--
--
--
Precision/Correctness
0.919
0.939
0.849
0.904
0.842
--
Recall/Completeness
0.925
0.965
0.768
0.942
0.816
--
F1
0.922
0.952
0.807
0.923
0.829
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8127
0.0527
0.0978
0.0313
0.0056
0.0000
building
0.0816
0.8513
0.0579
0.0093
0.0000
0.0000
low_veg
0.0237
0.0258
0.8710
0.0793
0.0003
0.0000
tree
0.0161
0.0059
0.1524
0.8256
0.0000
0.0000
car
0.1653
0.0017
0.0009
0.0055
0.8266
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.799
0.890
0.849
0.843
0.769
--
Recall/Completeness
0.813
0.851
0.871
0.826
0.827
--
F1
0.806
0.870
0.860
0.834
0.797
--

Overall accuracy 0.847

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
0.8431
0.0422
0.0896
0.0210
0.0041
0.0000
building
0.0798
0.8640
0.0495
0.0067
0.0000
0.0000
low_veg
0.0204
0.0217
0.8892
0.0684
0.0003
0.0000
tree
0.0093
0.0024
0.1293
0.8590
0.0000
0.0000
car
0.0711
0.0026
0.0000
0.0015
0.9248
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.821
0.913
0.872
0.867
0.780
--
Recall/Completeness
0.843
0.864
0.889
0.859
0.925
--
F1
0.832
0.888
0.880
0.863
0.846
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9348
0.0256
0.0260
0.0065
0.0071
0.0000
building
0.0867
0.8817
0.0275
0.0037
0.0005
0.0000
low_veg
0.0789
0.0231
0.6769
0.2205
0.0005
0.0000
tree
0.0123
0.0044
0.0569
0.9261
0.0003
0.0000
car
0.2359
0.0131
0.0038
0.0065
0.7405
0.0001
clutter
0.6696
0.1600
0.0979
0.0083
0.0641
0.0001
Precision/Correctness
0.841
0.957
0.847
0.665
0.898
0.037
Recall/Completeness
0.935
0.882
0.677
0.926
0.740
0.000
F1
0.886
0.918
0.752
0.774
0.812
0.000

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9610
0.0165
0.0182
0.0022
0.0020
0.0000
building
0.0759
0.9023
0.0203
0.0012
0.0003
0.0000
low_veg
0.0611
0.0121
0.7139
0.2126
0.0002
0.0000
tree
0.0044
0.0015
0.0380
0.9561
0.0000
0.0000
car
0.1364
0.0129
0.0016
0.0055
0.8435
0.0001
clutter
0.6969
0.1613
0.0642
0.0061
0.0712
0.0002
Precision/Correctness
0.873
0.975
0.888
0.692
0.956
0.042
Recall/Completeness
0.961
0.902
0.714
0.956
0.844
0.000
F1
0.915
0.937
0.791
0.803
0.896
0.000

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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9384
0.0200
0.0216
0.0138
0.0058
0.0004
building
0.0341
0.9439
0.0129
0.0054
0.0004
0.0033
low_veg
0.0623
0.0200
0.6203
0.2968
0.0005
0.0000
tree
0.0062
0.0034
0.0303
0.9600
0.0000
0.0000
car
0.2280
0.0043
0.0016
0.0099
0.7563
0.0000
clutter
0.4528
0.4619
0.0275
0.0107
0.0263
0.0208
Precision/Correctness
0.918
0.909
0.845
0.670
0.747
0.365
Recall/Completeness
0.938
0.944
0.620
0.960
0.756
0.021
F1
0.928
0.926
0.716
0.789
0.751
0.039

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9600
0.0140
0.0153
0.0061
0.0043
0.0004
building
0.0278
0.9588
0.0071
0.0024
0.0004
0.0034
low_veg
0.0406
0.0082
0.6650
0.2860
0.0003
0.0000
tree
0.0019
0.0013
0.0221
0.9747
0.0000
0.0000
car
0.1442
0.0045
0.0003
0.0082
0.8428
0.0000
clutter
0.4318
0.4901
0.0205
0.0051
0.0289
0.0235
Precision/Correctness
0.939
0.929
0.888
0.708
0.756
0.358
Recall/Completeness
0.960
0.959
0.665
0.975
0.843
0.024
F1
0.950
0.944
0.760
0.821
0.797
0.044

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9619
0.0198
0.0093
0.0041
0.0048
0.0001
building
0.0778
0.9091
0.0097
0.0026
0.0007
0.0000
low_veg
0.0479
0.0037
0.9175
0.0305
0.0001
0.0003
tree
0.0358
0.0029
0.1089
0.8518
0.0006
0.0000
car
0.1513
0.2207
0.0187
0.0056
0.6022
0.0014
clutter
0.5220
0.2752
0.0230
0.0096
0.0370
0.1332
Precision/Correctness
0.870
0.907
0.872
0.929
0.864
0.972
Recall/Completeness
0.962
0.909
0.918
0.852
0.602
0.133
F1
0.914
0.908
0.894
0.889
0.710
0.234

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_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9754
0.0157
0.0062
0.0007
0.0020
0.0000
building
0.0672
0.9281
0.0037
0.0005
0.0005
0.0000
low_veg
0.0265
0.0023
0.9473
0.0239
0.0000
0.0000
tree
0.0121
0.0005
0.0885
0.8988
0.0000
0.0000
car
0.0744
0.2499
0.0104
0.0023
0.6611
0.0018
clutter
0.4787
0.3040
0.0197
0.0024
0.0401
0.1550
Precision/Correctness
0.902
0.922
0.910
0.960
0.899
0.987
Recall/Completeness
0.975
0.928
0.947
0.899
0.661
0.155
F1
0.937
0.925
0.928
0.928
0.762
0.268

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
0.9698
0.0169
0.0091
0.0024
0.0014
0.0005
building
0.0918
0.8042
0.0963
0.0038
0.0027
0.0012
low_veg
0.0744
0.0122
0.7466
0.1651
0.0003
0.0015
tree
0.0527
0.0031
0.1443
0.7999
0.0000
0.0000
car
0.2398
0.0492
0.0033
0.0014
0.6976
0.0087
clutter
0.5060
0.1879
0.0053
0.0001
0.0497
0.2509
Precision/Correctness
0.835
0.923
0.710
0.753
0.689
0.939
Recall/Completeness
0.970
0.804
0.747
0.800
0.698
0.251
F1
0.897
0.859
0.728
0.776
0.693
0.396

Overall accuracy 0.827

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
0.9810
0.0129
0.0049
0.0003
0.0007
0.0002
building
0.0867
0.8133
0.0950
0.0015
0.0024
0.0011
low_veg
0.0446
0.0056
0.7729
0.1752
0.0002
0.0014
tree
0.0248
0.0004
0.1324
0.8424
0.0000
0.0000
car
0.1177
0.0628
0.0003
0.0002
0.8068
0.0122
clutter
0.4659
0.2002
0.0035
0.0000
0.0522
0.2782
Precision/Correctness
0.863
0.937
0.726
0.761
0.688
0.951
Recall/Completeness
0.981
0.813
0.773
0.842
0.807
0.278
F1
0.918
0.871
0.749
0.800
0.742
0.430

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8847
0.0377
0.0543
0.0221
0.0011
0.0000
building
0.0584
0.9185
0.0169
0.0055
0.0006
0.0000
low_veg
0.0536
0.0118
0.7046
0.2296
0.0004
0.0000
tree
0.0306
0.0047
0.1254
0.8392
0.0001
0.0000
car
0.2716
0.0145
0.0023
0.0133
0.6984
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.854
0.947
0.786
0.754
0.904
--
Recall/Completeness
0.885
0.919
0.705
0.839
0.698
--
F1
0.869
0.933
0.743
0.794
0.788
--

Overall accuracy 0.837

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
0.9264
0.0314
0.0359
0.0061
0.0002
0.0000
building
0.0472
0.9443
0.0068
0.0011
0.0006
0.0000
low_veg
0.0378
0.0045
0.7333
0.2240
0.0004
0.0000
tree
0.0111
0.0010
0.0984
0.8895
0.0000
0.0000
car
0.1682
0.0159
0.0006
0.0075
0.8078
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.897
0.967
0.844
0.782
0.940
--
Recall/Completeness
0.926
0.944
0.733
0.889
0.808
--
F1
0.912
0.955
0.785
0.832
0.869
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9139
0.0271
0.0420
0.0135
0.0034
0.0000
building
0.0403
0.8945
0.0593
0.0050
0.0009
0.0000
low_veg
0.0402
0.0329
0.8350
0.0917
0.0002
0.0000
tree
0.0203
0.0037
0.1171
0.8587
0.0001
0.0000
car
0.1997
0.0596
0.0206
0.0036
0.7165
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.900
0.927
0.826
0.846
0.850
--
Recall/Completeness
0.914
0.894
0.835
0.859
0.717
--
F1
0.907
0.911
0.830
0.852
0.778
--

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
0.9411
0.0241
0.0288
0.0042
0.0017
0.0000
building
0.0331
0.9182
0.0456
0.0023
0.0007
0.0000
low_veg
0.0236
0.0290
0.8703
0.0770
0.0000
0.0000
tree
0.0070
0.0011
0.0938
0.8981
0.0000
0.0000
car
0.1083
0.0697
0.0119
0.0002
0.8098
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.936
0.941
0.865
0.881
0.898
--
Recall/Completeness
0.941
0.918
0.870
0.898
0.810
--
F1
0.938
0.929
0.867
0.889
0.851
--

Overall accuracy 0.907

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image