Detailled semantic labeling (2D) result


Name T. V. Duy
Affiliation Hanoi University of Science and Technology, Vietnam
Abbreviation BKHN_8
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
0.908
0.032
0.040
0.017
0.003
0.000
building
0.054
0.910
0.027
0.009
0.000
0.000
low_veg
0.081
0.022
0.761
0.136
0.000
0.000
tree
0.025
0.008
0.116
0.851
0.000
0.000
car
0.277
0.068
0.013
0.008
0.632
0.002
clutter
0.582
0.258
0.113
0.011
0.028
0.008
Precision/Correctness
0.846
0.927
0.784
0.840
0.868
0.532
Recall/Completeness
0.908
0.910
0.761
0.851
0.632
0.008
F1
0.876
0.918
0.772
0.846
0.731
0.016

Overall accuracy 0.852

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
0.932
0.027
0.032
0.008
0.002
0.000
building
0.046
0.928
0.019
0.006
0.000
0.000
low_veg
0.071
0.015
0.791
0.122
0.000
0.000
tree
0.014
0.005
0.100
0.881
0.000
0.000
car
0.177
0.081
0.008
0.005
0.728
0.002
clutter
0.568
0.272
0.118
0.005
0.029
0.008
Precision/Correctness
0.874
0.944
0.816
0.870
0.890
0.576
Recall/Completeness
0.932
0.928
0.791
0.881
0.728
0.008
F1
0.902
0.936
0.804
0.875
0.801
0.016

Overall accuracy 0.880
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9552
0.0109
0.0171
0.0120
0.0049
0.0000
building
0.0303
0.9484
0.0179
0.0034
0.0000
0.0000
low_veg
0.1146
0.0234
0.6958
0.1658
0.0004
0.0000
tree
0.0385
0.0162
0.0986
0.8464
0.0003
0.0000
car
0.2876
0.0322
0.0014
0.0022
0.6723
0.0043
clutter
0.7175
0.2336
0.0212
0.0236
0.0000
0.0041
Precision/Correctness
0.793
0.926
0.837
0.823
0.885
0.508
Recall/Completeness
0.955
0.948
0.696
0.846
0.672
0.004
F1
0.867
0.937
0.760
0.835
0.764
0.008

Overall accuracy 0.842

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
0.9785
0.0070
0.0081
0.0029
0.0035
0.0000
building
0.0221
0.9668
0.0099
0.0012
0.0000
0.0000
low_veg
0.1006
0.0152
0.7257
0.1581
0.0004
0.0000
tree
0.0236
0.0131
0.0864
0.8767
0.0002
0.0000
car
0.1705
0.0399
0.0004
0.0009
0.7833
0.0049
clutter
0.7372
0.2302
0.0206
0.0078
0.0000
0.0042
Precision/Correctness
0.823
0.944
0.869
0.848
0.905
0.570
Recall/Completeness
0.978
0.967
0.726
0.877
0.783
0.004
F1
0.894
0.955
0.791
0.862
0.840
0.008

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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9344
0.0453
0.0126
0.0048
0.0029
0.0000
building
0.0668
0.9180
0.0122
0.0026
0.0004
0.0001
low_veg
0.1425
0.0417
0.5225
0.2933
0.0000
0.0000
tree
0.0669
0.0152
0.0761
0.8419
0.0000
0.0000
car
0.4300
0.0098
0.0033
0.0023
0.5546
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.837
0.970
0.621
0.717
0.884
--
Recall/Completeness
0.934
0.918
0.523
0.842
0.555
--
F1
0.883
0.943
0.567
0.774
0.681
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9570
0.0292
0.0096
0.0022
0.0021
0.0000
building
0.0526
0.9347
0.0108
0.0014
0.0004
0.0001
low_veg
0.1015
0.0141
0.5684
0.3160
0.0000
0.0000
tree
0.0401
0.0070
0.0712
0.8818
0.0000
0.0000
car
0.3297
0.0055
0.0017
0.0005
0.6625
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.871
0.983
0.646
0.746
0.899
--
Recall/Completeness
0.957
0.935
0.568
0.882
0.662
--
F1
0.912
0.958
0.605
0.808
0.763
--

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_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9100
0.0512
0.0279
0.0090
0.0019
0.0000
building
0.0497
0.9282
0.0187
0.0033
0.0001
0.0000
low_veg
0.1008
0.0234
0.7232
0.1525
0.0001
0.0000
tree
0.0182
0.0036
0.1502
0.8279
0.0000
0.0000
car
0.2804
0.0107
0.0015
0.0021
0.7026
0.0028
clutter
--
--
--
--
--
--
Precision/Correctness
0.862
0.948
0.577
0.924
0.957
--
Recall/Completeness
0.910
0.928
0.723
0.828
0.703
--
F1
0.886
0.938
0.642
0.873
0.810
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9403
0.0385
0.0186
0.0020
0.0005
0.0000
building
0.0389
0.9474
0.0130
0.0007
0.0000
0.0000
low_veg
0.0847
0.0142
0.7658
0.1353
0.0000
0.0000
tree
0.0081
0.0020
0.1416
0.8483
0.0000
0.0000
car
0.1643
0.0086
0.0004
0.0001
0.8233
0.0032
clutter
--
--
--
--
--
--
Precision/Correctness
0.900
0.965
0.593
0.948
0.989
--
Recall/Completeness
0.940
0.947
0.766
0.848
0.823
--
F1
0.920
0.956
0.668
0.895
0.899
--

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_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8884
0.0361
0.0628
0.0107
0.0021
0.0000
building
0.0278
0.9456
0.0211
0.0054
0.0000
0.0000
low_veg
0.0571
0.0112
0.8723
0.0591
0.0003
0.0000
tree
0.0250
0.0101
0.0920
0.8728
0.0001
0.0000
car
0.3211
0.0148
0.0170
0.0079
0.6390
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.906
0.931
0.785
0.927
0.935
--
Recall/Completeness
0.888
0.946
0.872
0.873
0.639
--
F1
0.897
0.938
0.827
0.899
0.759
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9123
0.0319
0.0522
0.0026
0.0011
0.0000
building
0.0170
0.9681
0.0119
0.0030
0.0000
0.0000
low_veg
0.0414
0.0046
0.9050
0.0488
0.0003
0.0000
tree
0.0121
0.0068
0.0724
0.9086
0.0000
0.0000
car
0.2082
0.0178
0.0092
0.0063
0.7583
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.942
0.948
0.827
0.952
0.961
--
Recall/Completeness
0.912
0.968
0.905
0.909
0.758
--
F1
0.927
0.958
0.864
0.930
0.848
--

Overall accuracy 0.921

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
0.8551
0.0555
0.0657
0.0207
0.0030
0.0000
building
0.0162
0.9492
0.0210
0.0130
0.0004
0.0002
low_veg
0.1001
0.0230
0.7679
0.1089
0.0001
0.0000
tree
0.0178
0.0073
0.0850
0.8898
0.0000
0.0000
car
0.2411
0.0362
0.0023
0.0056
0.7148
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.923
0.894
0.741
0.859
0.803
--
Recall/Completeness
0.855
0.949
0.768
0.890
0.715
--
F1
0.888
0.921
0.754
0.874
0.756
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8847
0.0459
0.0583
0.0090
0.0022
0.0000
building
0.0097
0.9655
0.0149
0.0095
0.0003
0.0002
low_veg
0.1004
0.0130
0.8059
0.0806
0.0001
0.0000
tree
0.0094
0.0041
0.0656
0.9208
0.0000
0.0000
car
0.1436
0.0403
0.0009
0.0011
0.8141
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.939
0.918
0.777
0.905
0.822
--
Recall/Completeness
0.885
0.965
0.806
0.921
0.814
--
F1
0.911
0.941
0.791
0.913
0.818
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8971
0.0295
0.0381
0.0336
0.0017
0.0000
building
0.1091
0.8374
0.0480
0.0048
0.0007
0.0000
low_veg
0.1061
0.0237
0.7431
0.1266
0.0005
0.0000
tree
0.0186
0.0067
0.1461
0.8285
0.0000
0.0000
car
0.1746
0.0000
0.0014
0.0030
0.8210
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.682
0.922
0.758
0.878
0.890
--
Recall/Completeness
0.897
0.837
0.743
0.829
0.821
--
F1
0.775
0.878
0.751
0.853
0.854
--

Overall accuracy 0.815

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
0.9246
0.0266
0.0303
0.0183
0.0002
0.0000
building
0.1119
0.8438
0.0423
0.0013
0.0007
0.0000
low_veg
0.1045
0.0166
0.7728
0.1057
0.0005
0.0000
tree
0.0126
0.0034
0.1297
0.8543
0.0000
0.0000
car
0.0555
0.0000
0.0001
0.0005
0.9439
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.701
0.944
0.783
0.906
0.922
--
Recall/Completeness
0.925
0.844
0.773
0.854
0.944
--
F1
0.798
0.891
0.778
0.880
0.933
--

Overall accuracy 0.839

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
0.8614
0.0319
0.0664
0.0358
0.0044
0.0000
building
0.0147
0.9605
0.0183
0.0065
0.0000
0.0000
low_veg
0.0993
0.0486
0.7079
0.1435
0.0006
0.0001
tree
0.0358
0.0119
0.1382
0.8142
0.0000
0.0000
car
0.1628
0.0000
0.0000
0.0084
0.8289
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.831
0.877
0.736
0.856
0.652
--
Recall/Completeness
0.861
0.960
0.708
0.814
0.829
--
F1
0.846
0.917
0.721
0.835
0.730
--

Overall accuracy 0.824

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
0.8809
0.0283
0.0616
0.0252
0.0040
0.0000
building
0.0081
0.9816
0.0080
0.0023
0.0000
0.0000
low_veg
0.0936
0.0378
0.7351
0.1329
0.0006
0.0001
tree
0.0274
0.0066
0.1263
0.8397
0.0000
0.0000
car
0.0444
0.0000
0.0000
0.0041
0.9515
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.858
0.904
0.758
0.878
0.635
--
Recall/Completeness
0.881
0.982
0.735
0.840
0.951
--
F1
0.869
0.941
0.746
0.859
0.762
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8439
0.0253
0.0770
0.0512
0.0027
0.0000
building
0.0279
0.9381
0.0243
0.0097
0.0001
0.0000
low_veg
0.0512
0.0150
0.7979
0.1353
0.0002
0.0004
tree
0.0315
0.0064
0.1534
0.8086
0.0000
0.0000
car
0.1346
0.0004
0.0031
0.0019
0.8600
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.803
0.940
0.765
0.856
0.792
--
Recall/Completeness
0.844
0.938
0.798
0.809
0.860
--
F1
0.823
0.939
0.781
0.832
0.825
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8754
0.0219
0.0684
0.0327
0.0015
0.0000
building
0.0237
0.9602
0.0124
0.0037
0.0000
0.0000
low_veg
0.0480
0.0098
0.8166
0.1249
0.0002
0.0004
tree
0.0232
0.0034
0.1389
0.8345
0.0000
0.0000
car
0.0376
0.0000
0.0000
0.0000
0.9624
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.830
0.958
0.792
0.878
0.838
--
Recall/Completeness
0.875
0.960
0.817
0.835
0.962
--
F1
0.852
0.959
0.804
0.856
0.896
--

Overall accuracy 0.858

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
0.8810
0.0260
0.0530
0.0364
0.0036
0.0000
building
0.0252
0.9353
0.0198
0.0196
0.0000
0.0000
low_veg
0.0914
0.0125
0.7881
0.1075
0.0004
0.0001
tree
0.0115
0.0020
0.0839
0.9025
0.0000
0.0000
car
0.1561
0.0228
0.0133
0.0154
0.7924
0.0000
clutter
0.4400
0.1602
0.3985
0.0013
0.0000
0.0000
Precision/Correctness
0.819
0.922
0.720
0.922
0.805
0.000
Recall/Completeness
0.881
0.935
0.788
0.903
0.792
0.000
F1
0.849
0.929
0.753
0.912
0.798
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9091
0.0196
0.0490
0.0200
0.0024
0.0000
building
0.0221
0.9502
0.0119
0.0158
0.0000
0.0000
low_veg
0.0858
0.0061
0.8275
0.0801
0.0004
0.0001
tree
0.0056
0.0013
0.0700
0.9232
0.0000
0.0000
car
0.0729
0.0276
0.0025
0.0088
0.8882
0.0000
clutter
0.4296
0.1635
0.4069
0.0000
0.0000
0.0000
Precision/Correctness
0.842
0.939
0.744
0.947
0.827
0.000
Recall/Completeness
0.909
0.950
0.827
0.923
0.888
0.000
F1
0.874
0.945
0.784
0.935
0.856
-nan

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8948
0.0261
0.0441
0.0309
0.0041
0.0000
building
0.0194
0.9579
0.0159
0.0067
0.0001
0.0000
low_veg
0.1257
0.0354
0.7105
0.1282
0.0001
0.0000
tree
0.0211
0.0042
0.0786
0.8961
0.0000
0.0000
car
0.3223
0.0362
0.0183
0.0120
0.6113
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.881
0.909
0.783
0.875
0.832
--
Recall/Completeness
0.895
0.958
0.711
0.896
0.611
--
F1
0.888
0.933
0.745
0.885
0.705
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9263
0.0200
0.0365
0.0143
0.0029
0.0000
building
0.0135
0.9769
0.0066
0.0030
0.0000
0.0000
low_veg
0.1243
0.0256
0.7466
0.1034
0.0001
0.0000
tree
0.0086
0.0015
0.0611
0.9287
0.0000
0.0000
car
0.2202
0.0460
0.0130
0.0040
0.7167
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.906
0.935
0.826
0.913
0.857
--
Recall/Completeness
0.926
0.977
0.747
0.929
0.717
--
F1
0.916
0.956
0.784
0.921
0.781
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8090
0.0396
0.1105
0.0373
0.0036
0.0000
building
0.0548
0.8803
0.0495
0.0154
0.0000
0.0000
low_veg
0.0391
0.0202
0.8685
0.0721
0.0001
0.0000
tree
0.0194
0.0068
0.1895
0.7843
0.0000
0.0000
car
0.2925
0.0126
0.0731
0.0117
0.6090
0.0010
clutter
--
--
--
--
--
--
Precision/Correctness
0.784
0.913
0.829
0.840
0.802
--
Recall/Completeness
0.809
0.880
0.869
0.784
0.609
--
F1
0.796
0.896
0.848
0.811
0.692
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8383
0.0304
0.1022
0.0260
0.0031
0.0000
building
0.0533
0.8937
0.0402
0.0129
0.0000
0.0000
low_veg
0.0368
0.0163
0.8843
0.0624
0.0001
0.0000
tree
0.0133
0.0036
0.1676
0.8156
0.0000
0.0000
car
0.1973
0.0180
0.0694
0.0037
0.7100
0.0016
clutter
--
--
--
--
--
--
Precision/Correctness
0.803
0.934
0.852
0.863
0.795
--
Recall/Completeness
0.838
0.894
0.884
0.816
0.710
--
F1
0.820
0.913
0.868
0.839
0.750
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9494
0.0201
0.0179
0.0080
0.0045
0.0001
building
0.0642
0.9092
0.0205
0.0055
0.0006
0.0000
low_veg
0.1062
0.0226
0.6605
0.2102
0.0003
0.0002
tree
0.0135
0.0059
0.0460
0.9345
0.0001
0.0000
car
0.3102
0.0112
0.0090
0.0076
0.6600
0.0021
clutter
0.8068
0.0542
0.0566
0.0242
0.0549
0.0033
Precision/Correctness
0.843
0.964
0.878
0.671
0.921
0.059
Recall/Completeness
0.949
0.909
0.660
0.935
0.660
0.003
F1
0.893
0.936
0.754
0.781
0.769
0.006

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9721
0.0126
0.0115
0.0028
0.0009
0.0000
building
0.0518
0.9303
0.0148
0.0027
0.0005
0.0000
low_veg
0.0922
0.0119
0.6975
0.1981
0.0001
0.0002
tree
0.0067
0.0020
0.0300
0.9613
0.0000
0.0000
car
0.2096
0.0116
0.0065
0.0061
0.7644
0.0018
clutter
0.8356
0.0466
0.0382
0.0209
0.0540
0.0046
Precision/Correctness
0.876
0.980
0.915
0.704
0.970
0.085
Recall/Completeness
0.972
0.930
0.697
0.961
0.764
0.005
F1
0.922
0.955
0.792
0.812
0.855
0.009

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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9318
0.0212
0.0296
0.0137
0.0037
0.0000
building
0.0520
0.9285
0.0130
0.0064
0.0001
0.0000
low_veg
0.1007
0.0220
0.5961
0.2812
0.0000
0.0000
tree
0.0074
0.0264
0.0381
0.9281
0.0000
0.0000
car
0.3034
0.0034
0.0119
0.0101
0.6680
0.0033
clutter
0.5501
0.3174
0.0795
0.0166
0.0359
0.0004
Precision/Correctness
0.887
0.911
0.795
0.671
0.771
0.180
Recall/Completeness
0.932
0.929
0.596
0.928
0.668
0.000
F1
0.909
0.920
0.681
0.779
0.716
0.001

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9534
0.0159
0.0220
0.0060
0.0027
0.0000
building
0.0484
0.9411
0.0076
0.0029
0.0001
0.0000
low_veg
0.0916
0.0098
0.6340
0.2646
0.0000
0.0000
tree
0.0031
0.0263
0.0327
0.9379
0.0000
0.0000
car
0.2099
0.0010
0.0116
0.0068
0.7673
0.0034
clutter
0.5508
0.3302
0.0742
0.0069
0.0375
0.0004
Precision/Correctness
0.904
0.930
0.835
0.714
0.780
0.198
Recall/Completeness
0.953
0.941
0.634
0.938
0.767
0.000
F1
0.928
0.936
0.721
0.811
0.774
0.001

Overall accuracy 0.876

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
0.9412
0.0230
0.0299
0.0040
0.0019
0.0000
building
0.1641
0.7854
0.0465
0.0022
0.0017
0.0001
low_veg
0.0558
0.0095
0.8827
0.0519
0.0001
0.0000
tree
0.0309
0.0038
0.1052
0.8598
0.0002
0.0001
car
0.1870
0.3123
0.0239
0.0085
0.4637
0.0045
clutter
0.4843
0.3557
0.1070
0.0130
0.0304
0.0095
Precision/Correctness
0.820
0.865
0.763
0.902
0.881
0.590
Recall/Completeness
0.941
0.785
0.883
0.860
0.464
0.010
F1
0.877
0.823
0.818
0.880
0.608
0.019

Overall accuracy 0.831

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
0.9539
0.0195
0.0252
0.0007
0.0007
0.0000
building
0.1574
0.8006
0.0401
0.0004
0.0013
0.0001
low_veg
0.0401
0.0083
0.9055
0.0461
0.0000
0.0000
tree
0.0105
0.0015
0.0867
0.9012
0.0000
0.0000
car
0.1134
0.3508
0.0149
0.0043
0.5126
0.0040
clutter
0.4334
0.4042
0.1113
0.0074
0.0337
0.0100
Precision/Correctness
0.843
0.881
0.796
0.928
0.899
0.677
Recall/Completeness
0.954
0.801
0.905
0.901
0.513
0.010
F1
0.895
0.839
0.847
0.914
0.653
0.020

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9382
0.0464
0.0111
0.0030
0.0014
0.0000
building
0.1182
0.7729
0.0558
0.0510
0.0021
0.0001
low_veg
0.0751
0.0101
0.7245
0.1898
0.0005
0.0000
tree
0.0610
0.0092
0.1244
0.8052
0.0000
0.0000
car
0.3412
0.0539
0.0114
0.0052
0.5872
0.0010
clutter
0.6633
0.2215
0.0439
0.0023
0.0507
0.0183
Precision/Correctness
0.796
0.871
0.756
0.651
0.655
0.964
Recall/Completeness
0.938
0.773
0.725
0.805
0.587
0.018
F1
0.861
0.819
0.740
0.720
0.619
0.036

Overall accuracy 0.789

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
0.9461
0.0457
0.0069
0.0005
0.0007
0.0000
building
0.1152
0.7791
0.0531
0.0506
0.0020
0.0000
low_veg
0.0483
0.0038
0.7491
0.1983
0.0005
0.0000
tree
0.0372
0.0063
0.1123
0.8442
0.0000
0.0000
car
0.2454
0.0689
0.0053
0.0038
0.6754
0.0013
clutter
0.6388
0.2392
0.0451
0.0019
0.0548
0.0202
Precision/Correctness
0.820
0.882
0.778
0.655
0.644
0.983
Recall/Completeness
0.946
0.779
0.749
0.844
0.675
0.020
F1
0.878
0.827
0.763
0.738
0.659
0.040

Overall accuracy 0.807

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8729
0.0390
0.0670
0.0206
0.0004
0.0000
building
0.0293
0.9350
0.0298
0.0055
0.0004
0.0000
low_veg
0.0515
0.0105
0.7121
0.2258
0.0001
0.0000
tree
0.0267
0.0043
0.1102
0.8587
0.0001
0.0000
car
0.2608
0.0443
0.0020
0.0043
0.6886
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.884
0.948
0.777
0.762
0.953
--
Recall/Completeness
0.873
0.935
0.712
0.859
0.689
--
F1
0.878
0.941
0.743
0.808
0.800
--

Overall accuracy 0.845

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
0.9133
0.0350
0.0467
0.0049
0.0000
0.0000
building
0.0201
0.9628
0.0157
0.0011
0.0004
0.0000
low_veg
0.0389
0.0055
0.7364
0.2192
0.0000
0.0000
tree
0.0085
0.0009
0.0848
0.9058
0.0000
0.0000
car
0.1371
0.0528
0.0000
0.0005
0.8096
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.926
0.963
0.836
0.789
0.975
--
Recall/Completeness
0.913
0.963
0.736
0.906
0.810
--
F1
0.920
0.963
0.783
0.844
0.885
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9181
0.0319
0.0332
0.0146
0.0021
0.0001
building
0.0197
0.9310
0.0387
0.0097
0.0006
0.0002
low_veg
0.0674
0.0223
0.8163
0.0939
0.0001
0.0000
tree
0.0216
0.0087
0.1172
0.8526
0.0000
0.0000
car
0.2302
0.0516
0.0270
0.0196
0.6713
0.0003
clutter
--
--
--
--
--
--
Precision/Correctness
0.890
0.933
0.845
0.835
0.899
--
Recall/Completeness
0.918
0.931
0.816
0.853
0.671
--
F1
0.904
0.932
0.831
0.844
0.769
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9435
0.0301
0.0207
0.0046
0.0011
0.0001
building
0.0122
0.9540
0.0267
0.0064
0.0005
0.0002
low_veg
0.0545
0.0180
0.8474
0.0800
0.0000
0.0000
tree
0.0099
0.0065
0.0951
0.8885
0.0000
0.0000
car
0.1333
0.0609
0.0140
0.0138
0.7778
0.0004
clutter
--
--
--
--
--
--
Precision/Correctness
0.923
0.945
0.884
0.870
0.932
--
Recall/Completeness
0.943
0.954
0.847
0.888
0.778
--
F1
0.933
0.949
0.865
0.879
0.848
--

Overall accuracy 0.908

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image