Detailled semantic labeling (2D) result


Name A. Marcu and M. Leordeanu
Affiliation University Politehnica of Bucharest, Romania
Abbreviation UPB
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
0.864
0.048
0.058
0.023
0.006
0.000
building
0.104
0.851
0.037
0.007
0.001
0.000
low_veg
0.052
0.027
0.728
0.191
0.000
0.001
tree
0.019
0.006
0.111
0.864
0.000
0.000
car
0.246
0.056
0.018
0.008
0.673
0.000
clutter
0.317
0.376
0.046
0.017
0.067
0.176
Precision/Correctness
0.832
0.900
0.754
0.798
0.752
0.777
Recall/Completeness
0.864
0.851
0.728
0.864
0.673
0.176
F1
0.848
0.875
0.741
0.829
0.710
0.288

Overall accuracy 0.823

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
0.893
0.042
0.049
0.013
0.004
0.000
building
0.097
0.867
0.031
0.004
0.001
0.000
low_veg
0.042
0.019
0.761
0.176
0.000
0.001
tree
0.010
0.002
0.097
0.891
0.000
0.000
car
0.157
0.060
0.013
0.005
0.765
0.000
clutter
0.283
0.395
0.044
0.011
0.070
0.197
Precision/Correctness
0.858
0.921
0.786
0.827
0.777
0.785
Recall/Completeness
0.893
0.867
0.761
0.891
0.765
0.197
F1
0.875
0.893
0.773
0.858
0.771
0.315

Overall accuracy 0.851
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8994
0.0308
0.0391
0.0222
0.0083
0.0001
building
0.0763
0.8802
0.0347
0.0076
0.0012
0.0000
low_veg
0.0788
0.0232
0.6398
0.2567
0.0005
0.0010
tree
0.0234
0.0050
0.0921
0.8767
0.0003
0.0025
car
0.2505
0.0215
0.0016
0.0034
0.7229
0.0000
clutter
0.0301
0.0143
0.0610
0.0360
0.0000
0.8587
Precision/Correctness
0.827
0.930
0.790
0.754
0.816
0.947
Recall/Completeness
0.899
0.880
0.640
0.877
0.723
0.859
F1
0.862
0.904
0.707
0.810
0.766
0.901

Overall accuracy 0.823

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
0.9275
0.0284
0.0289
0.0091
0.0061
0.0001
building
0.0691
0.9012
0.0243
0.0042
0.0011
0.0000
low_veg
0.0655
0.0157
0.6677
0.2498
0.0005
0.0009
tree
0.0119
0.0026
0.0810
0.9025
0.0001
0.0018
car
0.1385
0.0215
0.0006
0.0018
0.8375
0.0000
clutter
0.0308
0.0140
0.0632
0.0193
0.0000
0.8727
Precision/Correctness
0.860
0.947
0.823
0.780
0.840
0.960
Recall/Completeness
0.928
0.901
0.668
0.903
0.838
0.873
F1
0.892
0.924
0.737
0.837
0.839
0.914

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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9218
0.0457
0.0159
0.0100
0.0066
0.0000
building
0.1050
0.8781
0.0101
0.0049
0.0019
0.0000
low_veg
0.1181
0.0397
0.4801
0.3589
0.0032
0.0000
tree
0.0412
0.0127
0.1116
0.8335
0.0010
0.0000
car
0.3117
0.0172
0.0089
0.0029
0.6593
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.792
0.969
0.575
0.648
0.750
--
Recall/Completeness
0.922
0.878
0.480
0.834
0.659
--
F1
0.852
0.921
0.523
0.729
0.702
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9489
0.0281
0.0125
0.0061
0.0044
0.0000
building
0.0899
0.8959
0.0087
0.0035
0.0019
0.0000
low_veg
0.0834
0.0142
0.5120
0.3876
0.0028
0.0000
tree
0.0176
0.0063
0.1073
0.8685
0.0003
0.0000
car
0.2159
0.0133
0.0061
0.0016
0.7631
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.820
0.983
0.598
0.678
0.769
--
Recall/Completeness
0.949
0.896
0.512
0.869
0.763
--
F1
0.880
0.938
0.552
0.762
0.766
--

Overall accuracy 0.893

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
0.8737
0.0618
0.0462
0.0134
0.0049
0.0000
building
0.0964
0.8644
0.0328
0.0039
0.0013
0.0013
low_veg
0.0694
0.0286
0.7258
0.1759
0.0003
0.0000
tree
0.0149
0.0028
0.1311
0.8511
0.0001
0.0000
car
0.3167
0.0535
0.0102
0.0139
0.6057
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.820
0.933
0.561
0.912
0.850
--
Recall/Completeness
0.874
0.864
0.726
0.851
0.606
--
F1
0.846
0.897
0.633
0.880
0.707
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9081
0.0484
0.0356
0.0055
0.0025
0.0000
building
0.0871
0.8806
0.0285
0.0013
0.0012
0.0013
low_veg
0.0554
0.0140
0.7718
0.1587
0.0001
0.0000
tree
0.0071
0.0007
0.1175
0.8747
0.0001
0.0000
car
0.2142
0.0494
0.0097
0.0119
0.7148
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.850
0.955
0.583
0.937
0.894
--
Recall/Completeness
0.908
0.881
0.772
0.875
0.715
--
F1
0.878
0.916
0.664
0.905
0.794
--

Overall accuracy 0.873

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
0.8500
0.0355
0.0952
0.0127
0.0066
0.0000
building
0.0643
0.8965
0.0337
0.0047
0.0009
0.0000
low_veg
0.0371
0.0150
0.8351
0.1125
0.0003
0.0000
tree
0.0189
0.0057
0.1026
0.8726
0.0002
0.0000
car
0.2265
0.0037
0.0780
0.0015
0.6903
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.897
0.930
0.721
0.885
0.831
--
Recall/Completeness
0.850
0.896
0.835
0.873
0.690
--
F1
0.873
0.913
0.774
0.879
0.754
--

Overall accuracy 0.861

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
0.8817
0.0294
0.0808
0.0044
0.0036
0.0000
building
0.0546
0.9170
0.0255
0.0021
0.0008
0.0000
low_veg
0.0259
0.0079
0.8654
0.1006
0.0002
0.0000
tree
0.0077
0.0026
0.0834
0.9061
0.0001
0.0000
car
0.1382
0.0024
0.0664
0.0003
0.7927
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.927
0.951
0.763
0.911
0.879
--
Recall/Completeness
0.882
0.917
0.865
0.906
0.793
--
F1
0.904
0.934
0.811
0.908
0.834
--

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_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7529
0.0965
0.1196
0.0265
0.0044
0.0002
building
0.0640
0.8905
0.0272
0.0171
0.0009
0.0004
low_veg
0.0540
0.0353
0.7107
0.2000
0.0000
0.0000
tree
0.0120
0.0077
0.0842
0.8960
0.0001
0.0000
car
0.1822
0.0354
0.0088
0.0051
0.7684
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.909
0.826
0.646
0.789
0.743
--
Recall/Completeness
0.753
0.890
0.711
0.896
0.768
--
F1
0.823
0.857
0.677
0.839
0.756
--

Overall accuracy 0.808

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
0.7818
0.0881
0.1129
0.0142
0.0027
0.0002
building
0.0572
0.9081
0.0201
0.0134
0.0008
0.0004
low_veg
0.0514
0.0243
0.7499
0.1745
0.0000
0.0000
tree
0.0051
0.0038
0.0648
0.9263
0.0000
0.0000
car
0.0984
0.0414
0.0053
0.0017
0.8532
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.926
0.849
0.674
0.829
0.787
--
Recall/Completeness
0.782
0.908
0.750
0.926
0.853
--
F1
0.848
0.878
0.710
0.875
0.818
--

Overall accuracy 0.836

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
0.8568
0.0408
0.0505
0.0466
0.0053
0.0000
building
0.1266
0.8461
0.0198
0.0056
0.0000
0.0020
low_veg
0.0519
0.0362
0.7105
0.2012
0.0003
0.0000
tree
0.0137
0.0079
0.1140
0.8642
0.0002
0.0000
car
0.1843
0.0000
0.0011
0.0047
0.8100
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.729
0.894
0.795
0.829
0.817
--
Recall/Completeness
0.857
0.846
0.710
0.864
0.810
--
F1
0.788
0.869
0.750
0.846
0.814
--

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
0.8863
0.0381
0.0441
0.0287
0.0029
0.0000
building
0.1297
0.8545
0.0121
0.0016
0.0000
0.0021
low_veg
0.0487
0.0262
0.7444
0.1804
0.0003
0.0000
tree
0.0086
0.0032
0.1008
0.8872
0.0002
0.0000
car
0.0843
0.0000
0.0007
0.0015
0.9136
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.749
0.922
0.821
0.856
0.859
--
Recall/Completeness
0.886
0.855
0.744
0.887
0.914
--
F1
0.812
0.887
0.781
0.871
0.885
--

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_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7495
0.0839
0.1079
0.0528
0.0060
0.0000
building
0.0171
0.9545
0.0212
0.0071
0.0000
0.0000
low_veg
0.0706
0.0497
0.6579
0.2216
0.0003
0.0000
tree
0.0209
0.0133
0.1212
0.8442
0.0002
0.0001
car
0.1084
0.0001
0.0065
0.0083
0.8767
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.859
0.822
0.708
0.802
0.606
--
Recall/Completeness
0.750
0.955
0.658
0.844
0.877
--
F1
0.801
0.883
0.682
0.823
0.716
--

Overall accuracy 0.794

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
0.7687
0.0813
0.1047
0.0404
0.0049
0.0000
building
0.0134
0.9725
0.0116
0.0025
0.0000
0.0000
low_veg
0.0664
0.0349
0.6851
0.2133
0.0003
0.0000
tree
0.0141
0.0068
0.1100
0.8687
0.0002
0.0001
car
0.0277
0.0000
0.0031
0.0037
0.9655
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.850
0.728
0.824
0.598
--
Recall/Completeness
0.769
0.972
0.685
0.869
0.966
--
F1
0.822
0.907
0.706
0.846
0.739
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7988
0.0485
0.0879
0.0604
0.0043
0.0000
building
0.0797
0.8783
0.0309
0.0103
0.0008
0.0000
low_veg
0.0318
0.0184
0.7994
0.1489
0.0006
0.0009
tree
0.0249
0.0059
0.1352
0.8341
0.0000
0.0000
car
0.1329
0.0081
0.0188
0.0043
0.8359
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.789
0.912
0.775
0.847
0.653
--
Recall/Completeness
0.799
0.878
0.799
0.834
0.836
--
F1
0.794
0.895
0.787
0.840
0.733
--

Overall accuracy 0.826

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8342
0.0449
0.0773
0.0410
0.0026
0.0000
building
0.0754
0.8969
0.0223
0.0046
0.0008
0.0000
low_veg
0.0272
0.0123
0.8235
0.1355
0.0006
0.0009
tree
0.0177
0.0026
0.1221
0.8576
0.0000
0.0000
car
0.0744
0.0028
0.0152
0.0004
0.9073
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.817
0.934
0.801
0.870
0.671
--
Recall/Completeness
0.834
0.897
0.824
0.858
0.907
--
F1
0.826
0.915
0.812
0.864
0.771
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8247
0.0460
0.0739
0.0464
0.0090
0.0001
building
0.0245
0.9275
0.0391
0.0087
0.0002
0.0001
low_veg
0.0466
0.0321
0.7352
0.1859
0.0002
0.0000
tree
0.0073
0.0018
0.0791
0.9117
0.0001
0.0000
car
0.1126
0.0685
0.0432
0.0072
0.7685
0.0000
clutter
0.0837
0.8426
0.0737
0.0000
0.0000
0.0000
Precision/Correctness
0.899
0.794
0.718
0.889
0.623
0.000
Recall/Completeness
0.825
0.928
0.735
0.912
0.768
0.000
F1
0.860
0.856
0.726
0.900
0.688
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8587
0.0377
0.0658
0.0307
0.0071
0.0001
building
0.0212
0.9419
0.0324
0.0042
0.0001
0.0001
low_veg
0.0400
0.0240
0.7781
0.1579
0.0001
0.0000
tree
0.0030
0.0005
0.0657
0.9308
0.0001
0.0000
car
0.0459
0.0641
0.0363
0.0013
0.8525
0.0000
clutter
0.0858
0.8496
0.0645
0.0000
0.0000
0.0000
Precision/Correctness
0.921
0.812
0.750
0.915
0.628
0.000
Recall/Completeness
0.859
0.942
0.778
0.931
0.852
0.000
F1
0.889
0.872
0.764
0.923
0.723
-nan

Overall accuracy 0.863

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
0.8485
0.0399
0.0636
0.0409
0.0071
0.0001
building
0.0660
0.9056
0.0184
0.0095
0.0004
0.0000
low_veg
0.0750
0.0484
0.6705
0.2055
0.0005
0.0000
tree
0.0202
0.0050
0.0624
0.9123
0.0000
0.0000
car
0.2372
0.0028
0.0460
0.0162
0.6954
0.0023
clutter
--
--
--
--
--
--
Precision/Correctness
0.885
0.871
0.763
0.823
0.756
--
Recall/Completeness
0.849
0.906
0.670
0.912
0.695
--
F1
0.866
0.888
0.714
0.866
0.725
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8823
0.0332
0.0560
0.0235
0.0049
0.0000
building
0.0611
0.9234
0.0106
0.0045
0.0004
0.0000
low_veg
0.0709
0.0373
0.7142
0.1771
0.0006
0.0000
tree
0.0102
0.0018
0.0480
0.9400
0.0000
0.0000
car
0.1523
0.0030
0.0378
0.0091
0.7951
0.0027
clutter
--
--
--
--
--
--
Precision/Correctness
0.908
0.900
0.803
0.862
0.785
--
Recall/Completeness
0.882
0.923
0.714
0.940
0.795
--
F1
0.895
0.912
0.756
0.899
0.790
--

Overall accuracy 0.873

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
0.7814
0.0431
0.1160
0.0482
0.0114
0.0000
building
0.1014
0.7942
0.0938
0.0105
0.0000
0.0000
low_veg
0.0287
0.0181
0.8110
0.1318
0.0002
0.0102
tree
0.0138
0.0058
0.1666
0.8136
0.0002
0.0000
car
0.1746
0.0119
0.0138
0.0034
0.7963
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.764
0.908
0.813
0.766
0.628
--
Recall/Completeness
0.781
0.794
0.811
0.814
0.796
--
F1
0.773
0.847
0.812
0.789
0.703
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8130
0.0356
0.1066
0.0349
0.0099
0.0000
building
0.0958
0.8065
0.0896
0.0080
0.0000
0.0000
low_veg
0.0250
0.0140
0.8281
0.1218
0.0002
0.0108
tree
0.0080
0.0025
0.1477
0.8417
0.0001
0.0000
car
0.0945
0.0146
0.0049
0.0002
0.8858
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.790
0.930
0.833
0.785
0.612
--
Recall/Completeness
0.813
0.807
0.828
0.842
0.886
--
F1
0.801
0.864
0.831
0.813
0.724
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9134
0.0379
0.0274
0.0108
0.0105
0.0000
building
0.0998
0.8629
0.0300
0.0056
0.0016
0.0001
low_veg
0.0674
0.0201
0.6278
0.2840
0.0007
0.0000
tree
0.0133
0.0038
0.0480
0.9347
0.0002
0.0000
car
0.2710
0.0121
0.0128
0.0085
0.6956
0.0000
clutter
0.5034
0.2097
0.1924
0.0133
0.0812
0.0000
Precision/Correctness
0.831
0.946
0.831
0.605
0.842
0.000
Recall/Completeness
0.913
0.863
0.628
0.935
0.696
0.000
F1
0.870
0.902
0.715
0.734
0.762
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9418
0.0289
0.0198
0.0050
0.0045
0.0000
building
0.0882
0.8837
0.0239
0.0026
0.0015
0.0001
low_veg
0.0506
0.0104
0.6640
0.2745
0.0005
0.0000
tree
0.0059
0.0012
0.0369
0.9560
0.0000
0.0000
car
0.1742
0.0095
0.0096
0.0071
0.7996
0.0000
clutter
0.5248
0.2177
0.1712
0.0087
0.0776
0.0000
Precision/Correctness
0.863
0.964
0.868
0.631
0.898
0.000
Recall/Completeness
0.942
0.884
0.664
0.956
0.800
0.000
F1
0.901
0.922
0.752
0.760
0.846
-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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8896
0.0521
0.0333
0.0179
0.0070
0.0000
building
0.0643
0.9033
0.0271
0.0053
0.0000
0.0000
low_veg
0.0577
0.0250
0.5854
0.3301
0.0005
0.0014
tree
0.0051
0.0027
0.0626
0.9291
0.0000
0.0005
car
0.2235
0.0059
0.0097
0.0179
0.7428
0.0000
clutter
0.3206
0.4935
0.0401
0.0244
0.0798
0.0416
Precision/Correctness
0.906
0.857
0.745
0.634
0.648
0.822
Recall/Completeness
0.890
0.903
0.585
0.929
0.743
0.042
F1
0.898
0.880
0.656
0.753
0.692
0.079

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9137
0.0460
0.0260
0.0093
0.0051
0.0000
building
0.0597
0.9171
0.0208
0.0023
0.0000
0.0000
low_veg
0.0404
0.0148
0.6242
0.3186
0.0004
0.0016
tree
0.0015
0.0020
0.0518
0.9443
0.0000
0.0005
car
0.1376
0.0037
0.0073
0.0161
0.8353
0.0000
clutter
0.2893
0.5286
0.0345
0.0158
0.0829
0.0489
Precision/Correctness
0.926
0.876
0.784
0.673
0.656
0.832
Recall/Completeness
0.914
0.917
0.624
0.944
0.835
0.049
F1
0.920
0.896
0.695
0.786
0.735
0.092

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9271
0.0313
0.0256
0.0070
0.0069
0.0021
building
0.3558
0.6268
0.0109
0.0039
0.0026
0.0000
low_veg
0.0321
0.0052
0.8938
0.0684
0.0004
0.0000
tree
0.0346
0.0033
0.1010
0.8605
0.0006
0.0001
car
0.2282
0.2336
0.0107
0.0074
0.5201
0.0000
clutter
0.4075
0.4076
0.0602
0.0258
0.0828
0.0162
Precision/Correctness
0.736
0.830
0.832
0.866
0.748
0.395
Recall/Completeness
0.927
0.627
0.894
0.861
0.520
0.016
F1
0.821
0.714
0.862
0.863
0.613
0.031

Overall accuracy 0.786

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
0.9450
0.0253
0.0213
0.0027
0.0034
0.0023
building
0.3536
0.6368
0.0065
0.0010
0.0021
0.0000
low_veg
0.0184
0.0019
0.9198
0.0596
0.0003
0.0000
tree
0.0138
0.0009
0.0848
0.9004
0.0001
0.0000
car
0.1638
0.2561
0.0050
0.0029
0.5721
0.0000
clutter
0.3615
0.4455
0.0641
0.0199
0.0895
0.0194
Precision/Correctness
0.750
0.856
0.865
0.900
0.779
0.398
Recall/Completeness
0.945
0.637
0.920
0.900
0.572
0.019
F1
0.837
0.730
0.891
0.900
0.660
0.037

Overall accuracy 0.808

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
0.9227
0.0531
0.0163
0.0049
0.0025
0.0005
building
0.2186
0.6298
0.1397
0.0086
0.0033
0.0000
low_veg
0.0633
0.0098
0.7895
0.1354
0.0020
0.0000
tree
0.0474
0.0032
0.1311
0.8183
0.0000
0.0000
car
0.3134
0.0475
0.0019
0.0062
0.6310
0.0000
clutter
0.5193
0.2411
0.0062
0.0033
0.1193
0.1108
Precision/Correctness
0.763
0.836
0.666
0.771
0.483
0.971
Recall/Completeness
0.923
0.630
0.790
0.818
0.631
0.111
F1
0.836
0.718
0.723
0.794
0.547
0.199

Overall accuracy 0.759

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
0.9360
0.0497
0.0103
0.0022
0.0016
0.0001
building
0.2115
0.6388
0.1398
0.0069
0.0030
0.0000
low_veg
0.0370
0.0060
0.8210
0.1344
0.0017
0.0000
tree
0.0239
0.0009
0.1174
0.8578
0.0000
0.0000
car
0.2227
0.0454
0.0006
0.0023
0.7290
0.0000
clutter
0.4849
0.2518
0.0041
0.0032
0.1320
0.1240
Precision/Correctness
0.786
0.853
0.681
0.789
0.464
0.991
Recall/Completeness
0.936
0.639
0.821
0.858
0.729
0.124
F1
0.854
0.730
0.744
0.822
0.567
0.220

Overall accuracy 0.778

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
0.8302
0.0525
0.0849
0.0295
0.0029
0.0000
building
0.0745
0.8890
0.0296
0.0061
0.0008
0.0000
low_veg
0.0335
0.0164
0.6553
0.2941
0.0007
0.0000
tree
0.0246
0.0042
0.1195
0.8514
0.0003
0.0000
car
0.2237
0.0167
0.0097
0.0141
0.7353
0.0006
clutter
--
--
--
--
--
--
Precision/Correctness
0.854
0.928
0.740
0.708
0.825
--
Recall/Completeness
0.830
0.889
0.655
0.851
0.735
--
F1
0.842
0.908
0.695
0.773
0.778
--

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8797
0.0447
0.0626
0.0114
0.0016
0.0000
building
0.0651
0.9139
0.0181
0.0022
0.0007
0.0000
low_veg
0.0227
0.0080
0.6820
0.2865
0.0007
0.0000
tree
0.0083
0.0009
0.0989
0.8918
0.0001
0.0000
car
0.1167
0.0135
0.0081
0.0077
0.8537
0.0003
clutter
--
--
--
--
--
--
Precision/Correctness
0.891
0.951
0.795
0.734
0.862
--
Recall/Completeness
0.880
0.914
0.682
0.892
0.854
--
F1
0.885
0.932
0.734
0.805
0.858
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8842
0.0340
0.0583
0.0180
0.0054
0.0001
building
0.0711
0.8586
0.0627
0.0055
0.0022
0.0000
low_veg
0.0492
0.0354
0.7921
0.1229
0.0004
0.0000
tree
0.0196
0.0033
0.1586
0.8182
0.0003
0.0000
car
0.2249
0.0472
0.0259
0.0134
0.6884
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.863
0.915
0.780
0.797
0.753
--
Recall/Completeness
0.884
0.859
0.792
0.818
0.688
--
F1
0.873
0.886
0.786
0.807
0.719
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9156
0.0310
0.0426
0.0073
0.0034
0.0001
building
0.0631
0.8820
0.0505
0.0021
0.0022
0.0000
low_veg
0.0348
0.0311
0.8245
0.1094
0.0002
0.0000
tree
0.0084
0.0010
0.1385
0.8518
0.0002
0.0000
car
0.1385
0.0512
0.0171
0.0069
0.7863
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.895
0.930
0.817
0.831
0.784
--
Recall/Completeness
0.916
0.882
0.825
0.852
0.786
--
F1
0.905
0.905
0.821
0.841
0.785
--

Overall accuracy 0.869

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image