Detailled semantic labeling (2D) result


Name A. Lagrange and B. Le Saux (NiN)
Affiliation Onera, France,
Abbreviation ONE_1
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
0.789
0.092
0.051
0.020
0.040
0.008
building
0.111
0.813
0.042
0.006
0.024
0.003
low_veg
0.054
0.041
0.701
0.190
0.011
0.003
tree
0.020
0.006
0.125
0.844
0.003
0.002
car
0.142
0.052
0.015
0.005
0.777
0.009
clutter
0.234
0.453
0.029
0.008
0.124
0.152
Precision/Correctness
0.817
0.839
0.738
0.798
0.319
0.234
Recall/Completeness
0.789
0.813
0.701
0.844
0.777
0.152
F1
0.803
0.826
0.719
0.820
0.452
0.184

Overall accuracy 0.783

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
0.820
0.087
0.043
0.010
0.032
0.008
building
0.107
0.830
0.036
0.003
0.022
0.003
low_veg
0.044
0.035
0.731
0.179
0.009
0.003
tree
0.010
0.003
0.109
0.874
0.002
0.002
car
0.103
0.049
0.010
0.003
0.827
0.009
clutter
0.211
0.473
0.026
0.003
0.120
0.168
Precision/Correctness
0.841
0.858
0.769
0.826
0.306
0.264
Recall/Completeness
0.820
0.830
0.731
0.874
0.827
0.168
F1
0.830
0.844
0.750
0.849
0.447
0.205

Overall accuracy 0.810
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8382
0.0438
0.0362
0.0170
0.0429
0.0219
building
0.0933
0.8060
0.0455
0.0037
0.0411
0.0102
low_veg
0.0621
0.0175
0.7490
0.1531
0.0125
0.0058
tree
0.0230
0.0035
0.1529
0.8126
0.0021
0.0059
car
0.1664
0.0260
0.0089
0.0035
0.7929
0.0023
clutter
0.1217
0.0685
0.0049
0.0134
0.0017
0.7898
Precision/Correctness
0.817
0.912
0.761
0.824
0.342
0.577
Recall/Completeness
0.838
0.806
0.749
0.813
0.793
0.790
F1
0.827
0.856
0.755
0.818
0.478
0.667

Overall accuracy 0.801

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
0.8713
0.0414
0.0245
0.0061
0.0355
0.0213
building
0.0903
0.8258
0.0351
0.0009
0.0385
0.0093
low_veg
0.0495
0.0106
0.7794
0.1460
0.0096
0.0050
tree
0.0110
0.0016
0.1385
0.8442
0.0009
0.0038
car
0.1070
0.0255
0.0054
0.0012
0.8597
0.0012
clutter
0.1236
0.0704
0.0049
0.0031
0.0018
0.7963
Precision/Correctness
0.844
0.929
0.792
0.851
0.335
0.621
Recall/Completeness
0.871
0.826
0.779
0.844
0.860
0.796
F1
0.857
0.875
0.786
0.848
0.482
0.698

Overall accuracy 0.830

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
0.8374
0.0800
0.0172
0.0056
0.0531
0.0068
building
0.0858
0.8652
0.0247
0.0022
0.0206
0.0015
low_veg
0.1227
0.0464
0.5358
0.2556
0.0323
0.0071
tree
0.0478
0.0153
0.1321
0.7970
0.0059
0.0019
car
0.1984
0.0296
0.0066
0.0013
0.7640
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.806
0.948
0.485
0.728
0.278
--
Recall/Completeness
0.837
0.865
0.536
0.797
0.764
--
F1
0.821
0.905
0.509
0.761
0.408
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8678
0.0627
0.0137
0.0026
0.0459
0.0073
building
0.0730
0.8821
0.0232
0.0011
0.0191
0.0015
low_veg
0.0892
0.0243
0.5760
0.2770
0.0268
0.0067
tree
0.0230
0.0064
0.1306
0.8362
0.0026
0.0012
car
0.1602
0.0237
0.0030
0.0006
0.8125
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.834
0.964
0.493
0.759
0.260
--
Recall/Completeness
0.868
0.882
0.576
0.836
0.813
--
F1
0.850
0.921
0.531
0.796
0.394
--

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_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7668
0.0989
0.0461
0.0112
0.0698
0.0072
building
0.0801
0.8376
0.0517
0.0046
0.0240
0.0020
low_veg
0.0594
0.0326
0.7119
0.1733
0.0205
0.0023
tree
0.0120
0.0041
0.0955
0.8830
0.0032
0.0021
car
0.1046
0.0564
0.0057
0.0009
0.8271
0.0053
clutter
--
--
--
--
--
--
Precision/Correctness
0.837
0.900
0.573
0.917
0.320
--
Recall/Completeness
0.767
0.838
0.712
0.883
0.827
--
F1
0.800
0.868
0.635
0.900
0.461
--

Overall accuracy 0.819

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
0.8080
0.0861
0.0357
0.0039
0.0597
0.0065
building
0.0734
0.8553
0.0471
0.0018
0.0205
0.0019
low_veg
0.0469
0.0222
0.7552
0.1565
0.0180
0.0014
tree
0.0047
0.0014
0.0818
0.9089
0.0018
0.0014
car
0.0698
0.0409
0.0027
0.0001
0.8813
0.0052
clutter
--
--
--
--
--
--
Precision/Correctness
0.863
0.923
0.598
0.941
0.309
--
Recall/Completeness
0.808
0.855
0.755
0.909
0.881
--
F1
0.835
0.888
0.667
0.925
0.458
--

Overall accuracy 0.850

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8115
0.0463
0.0639
0.0111
0.0442
0.0228
building
0.0746
0.8695
0.0300
0.0042
0.0189
0.0029
low_veg
0.0492
0.0182
0.8312
0.0850
0.0120
0.0044
tree
0.0203
0.0057
0.1521
0.8113
0.0050
0.0058
car
0.1576
0.0262
0.0231
0.0041
0.7739
0.0151
clutter
--
--
--
--
--
--
Precision/Correctness
0.881
0.910
0.719
0.901
0.376
--
Recall/Completeness
0.812
0.869
0.831
0.811
0.774
--
F1
0.845
0.889
0.771
0.854
0.506
--

Overall accuracy 0.828

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
0.8432
0.0417
0.0533
0.0041
0.0362
0.0215
building
0.0654
0.8923
0.0212
0.0017
0.0167
0.0027
low_veg
0.0336
0.0114
0.8661
0.0754
0.0096
0.0039
tree
0.0082
0.0027
0.1334
0.8479
0.0040
0.0038
car
0.1151
0.0225
0.0156
0.0026
0.8299
0.0143
clutter
--
--
--
--
--
--
Precision/Correctness
0.911
0.930
0.757
0.926
0.368
--
Recall/Completeness
0.843
0.892
0.866
0.848
0.830
--
F1
0.876
0.911
0.808
0.885
0.510
--

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_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7533
0.1042
0.0849
0.0214
0.0316
0.0046
building
0.0538
0.8880
0.0244
0.0142
0.0179
0.0018
low_veg
0.0558
0.0506
0.7089
0.1688
0.0133
0.0027
tree
0.0135
0.0072
0.1084
0.8697
0.0009
0.0004
car
0.1171
0.0521
0.0095
0.0014
0.8159
0.0040
clutter
--
--
--
--
--
--
Precision/Correctness
0.915
0.808
0.675
0.813
0.236
--
Recall/Completeness
0.753
0.888
0.709
0.870
0.816
--
F1
0.826
0.846
0.692
0.840
0.366
--

Overall accuracy 0.802

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
0.7841
0.0972
0.0765
0.0104
0.0273
0.0045
building
0.0483
0.9045
0.0182
0.0106
0.0171
0.0014
low_veg
0.0502
0.0438
0.7454
0.1452
0.0128
0.0025
tree
0.0061
0.0041
0.0861
0.9032
0.0003
0.0001
car
0.0842
0.0536
0.0046
0.0011
0.8509
0.0055
clutter
--
--
--
--
--
--
Precision/Correctness
0.933
0.826
0.712
0.853
0.210
--
Recall/Completeness
0.784
0.905
0.745
0.903
0.851
--
F1
0.852
0.864
0.728
0.877
0.337
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8098
0.0667
0.0539
0.0422
0.0267
0.0008
building
0.1687
0.7926
0.0118
0.0101
0.0167
0.0001
low_veg
0.0581
0.0518
0.6222
0.2608
0.0048
0.0023
tree
0.0121
0.0102
0.0995
0.8764
0.0014
0.0003
car
0.1167
0.0129
0.0003
0.0042
0.8659
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.680
0.842
0.794
0.795
0.329
--
Recall/Completeness
0.810
0.793
0.622
0.876
0.866
--
F1
0.739
0.817
0.698
0.834
0.476
--

Overall accuracy 0.777

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
0.8421
0.0640
0.0469
0.0249
0.0214
0.0007
building
0.1763
0.7970
0.0062
0.0035
0.0170
0.0000
low_veg
0.0561
0.0439
0.6538
0.2391
0.0047
0.0024
tree
0.0069
0.0060
0.0872
0.8986
0.0011
0.0003
car
0.0731
0.0142
0.0000
0.0012
0.9114
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.694
0.867
0.821
0.823
0.294
--
Recall/Completeness
0.842
0.797
0.654
0.899
0.911
--
F1
0.761
0.830
0.728
0.859
0.445
--

Overall accuracy 0.801

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
0.7458
0.0638
0.1083
0.0403
0.0282
0.0136
building
0.0580
0.8669
0.0415
0.0073
0.0240
0.0024
low_veg
0.0853
0.0439
0.6838
0.1652
0.0189
0.0028
tree
0.0268
0.0091
0.1618
0.7932
0.0051
0.0039
car
0.0944
0.0028
0.0054
0.0043
0.8910
0.0021
clutter
--
--
--
--
--
--
Precision/Correctness
0.806
0.841
0.668
0.835
0.121
--
Recall/Completeness
0.746
0.867
0.684
0.793
0.891
--
F1
0.775
0.854
0.676
0.813
0.214
--

Overall accuracy 0.768

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
0.7664
0.0611
0.1039
0.0302
0.0259
0.0125
building
0.0520
0.8898
0.0312
0.0030
0.0221
0.0020
low_veg
0.0801
0.0334
0.7106
0.1550
0.0182
0.0027
tree
0.0196
0.0048
0.1502
0.8181
0.0042
0.0031
car
0.0466
0.0010
0.0049
0.0007
0.9457
0.0011
clutter
--
--
--
--
--
--
Precision/Correctness
0.834
0.865
0.687
0.857
0.106
--
Recall/Completeness
0.766
0.890
0.711
0.818
0.946
--
F1
0.799
0.877
0.699
0.837
0.190
--

Overall accuracy 0.792

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
0.7472
0.0771
0.0879
0.0636
0.0181
0.0062
building
0.0760
0.8456
0.0446
0.0149
0.0177
0.0011
low_veg
0.0297
0.0565
0.6488
0.2585
0.0047
0.0020
tree
0.0233
0.0078
0.1124
0.8526
0.0026
0.0013
car
0.1094
0.0156
0.0458
0.0109
0.8143
0.0040
clutter
--
--
--
--
--
--
Precision/Correctness
0.788
0.827
0.754
0.778
0.180
--
Recall/Completeness
0.747
0.846
0.649
0.853
0.814
--
F1
0.767
0.836
0.697
0.814
0.295
--

Overall accuracy 0.774

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
0.7821
0.0746
0.0797
0.0423
0.0157
0.0055
building
0.0734
0.8650
0.0374
0.0063
0.0168
0.0010
low_veg
0.0252
0.0533
0.6677
0.2477
0.0042
0.0019
tree
0.0167
0.0043
0.1015
0.8743
0.0022
0.0010
car
0.0632
0.0063
0.0333
0.0017
0.8954
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.814
0.844
0.779
0.799
0.160
--
Recall/Completeness
0.782
0.865
0.668
0.874
0.895
--
F1
0.798
0.854
0.719
0.835
0.272
--

Overall accuracy 0.797

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
0.7246
0.0695
0.1306
0.0413
0.0295
0.0046
building
0.0354
0.8898
0.0546
0.0088
0.0105
0.0010
low_veg
0.0414
0.0411
0.7086
0.1986
0.0085
0.0019
tree
0.0099
0.0028
0.0786
0.9079
0.0007
0.0002
car
0.1119
0.0616
0.0660
0.0073
0.7532
0.0000
clutter
0.0037
0.9733
0.0153
0.0023
0.0055
0.0000
Precision/Correctness
0.888
0.746
0.668
0.885
0.243
0.000
Recall/Completeness
0.725
0.890
0.709
0.908
0.753
0.000
F1
0.798
0.811
0.688
0.897
0.367
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7553
0.0620
0.1256
0.0254
0.0270
0.0047
building
0.0330
0.9051
0.0475
0.0030
0.0107
0.0008
low_veg
0.0366
0.0310
0.7480
0.1739
0.0085
0.0019
tree
0.0050
0.0012
0.0652
0.9279
0.0005
0.0001
car
0.0734
0.0632
0.0574
0.0019
0.8040
0.0000
clutter
0.0013
0.9833
0.0099
0.0008
0.0047
0.0000
Precision/Correctness
0.912
0.764
0.694
0.911
0.207
0.000
Recall/Completeness
0.755
0.905
0.748
0.928
0.804
0.000
F1
0.826
0.828
0.720
0.919
0.330
-nan

Overall accuracy 0.830

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
0.7940
0.0511
0.0696
0.0343
0.0421
0.0088
building
0.0682
0.8756
0.0246
0.0089
0.0217
0.0010
low_veg
0.0867
0.0444
0.6945
0.1572
0.0135
0.0038
tree
0.0194
0.0042
0.1012
0.8722
0.0019
0.0010
car
0.1459
0.0046
0.0505
0.0092
0.7837
0.0060
clutter
--
--
--
--
--
--
Precision/Correctness
0.873
0.855
0.713
0.850
0.294
--
Recall/Completeness
0.794
0.876
0.695
0.872
0.784
--
F1
0.832
0.865
0.704
0.861
0.428
--

Overall accuracy 0.811

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
0.8306
0.0452
0.0602
0.0183
0.0371
0.0086
building
0.0642
0.8952
0.0151
0.0040
0.0208
0.0007
low_veg
0.0836
0.0350
0.7310
0.1333
0.0129
0.0041
tree
0.0089
0.0019
0.0821
0.9055
0.0010
0.0006
car
0.0998
0.0048
0.0415
0.0038
0.8429
0.0072
clutter
--
--
--
--
--
--
Precision/Correctness
0.896
0.880
0.756
0.888
0.269
--
Recall/Completeness
0.831
0.895
0.731
0.905
0.843
--
F1
0.862
0.888
0.743
0.897
0.407
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.6553
0.0757
0.1335
0.0406
0.0678
0.0272
building
0.0888
0.7858
0.0669
0.0126
0.0434
0.0026
low_veg
0.0263
0.0439
0.8060
0.1135
0.0079
0.0024
tree
0.0155
0.0070
0.1800
0.7933
0.0022
0.0020
car
0.1210
0.0234
0.0170
0.0057
0.8311
0.0019
clutter
--
--
--
--
--
--
Precision/Correctness
0.749
0.827
0.810
0.786
0.126
--
Recall/Completeness
0.655
0.786
0.806
0.793
0.831
--
F1
0.699
0.806
0.808
0.789
0.219
--

Overall accuracy 0.777

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
0.6853
0.0697
0.1239
0.0292
0.0637
0.0282
building
0.0869
0.8001
0.0592
0.0094
0.0422
0.0022
low_veg
0.0238
0.0414
0.8228
0.1027
0.0070
0.0023
tree
0.0099
0.0043
0.1598
0.8228
0.0017
0.0015
car
0.0923
0.0211
0.0042
0.0032
0.8792
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.770
0.843
0.833
0.808
0.104
--
Recall/Completeness
0.685
0.800
0.823
0.823
0.879
--
F1
0.725
0.821
0.828
0.815
0.186
--

Overall accuracy 0.799

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
0.8523
0.0617
0.0235
0.0084
0.0494
0.0047
building
0.1165
0.8217
0.0325
0.0038
0.0237
0.0018
low_veg
0.0888
0.0363
0.6686
0.1872
0.0154
0.0036
tree
0.0182
0.0035
0.1038
0.8702
0.0025
0.0018
car
0.1652
0.0349
0.0068
0.0063
0.7815
0.0053
clutter
0.4240
0.2882
0.1124
0.0106
0.1066
0.0582
Precision/Correctness
0.804
0.908
0.815
0.681
0.479
0.044
Recall/Completeness
0.852
0.822
0.669
0.870
0.782
0.058
F1
0.827
0.863
0.734
0.764
0.594
0.050

Overall accuracy 0.803

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
0.8897
0.0539
0.0156
0.0038
0.0324
0.0046
building
0.1057
0.8430
0.0261
0.0014
0.0222
0.0016
low_veg
0.0743
0.0282
0.7051
0.1769
0.0122
0.0034
tree
0.0094
0.0012
0.0845
0.9026
0.0012
0.0011
car
0.1256
0.0321
0.0047
0.0046
0.8276
0.0054
clutter
0.4335
0.3033
0.0823
0.0070
0.1103
0.0635
Precision/Correctness
0.831
0.928
0.853
0.714
0.491
0.041
Recall/Completeness
0.890
0.843
0.705
0.903
0.828
0.064
F1
0.859
0.883
0.772
0.797
0.616
0.050

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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8349
0.0957
0.0242
0.0150
0.0287
0.0015
building
0.0518
0.9212
0.0127
0.0061
0.0077
0.0006
low_veg
0.0598
0.0423
0.5778
0.3140
0.0056
0.0006
tree
0.0070
0.0045
0.0725
0.9148
0.0012
0.0000
car
0.1466
0.1067
0.0083
0.0074
0.7284
0.0027
clutter
0.2568
0.5142
0.0351
0.0115
0.1706
0.0118
Precision/Correctness
0.914
0.796
0.790
0.646
0.325
0.279
Recall/Completeness
0.835
0.921
0.578
0.915
0.728
0.012
F1
0.873
0.854
0.667
0.757
0.450
0.023

Overall accuracy 0.803

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
0.8619
0.0882
0.0180
0.0074
0.0231
0.0014
building
0.0479
0.9338
0.0083
0.0027
0.0067
0.0005
low_veg
0.0421
0.0293
0.6224
0.3021
0.0037
0.0005
tree
0.0030
0.0020
0.0647
0.9297
0.0005
0.0000
car
0.1141
0.1010
0.0052
0.0047
0.7719
0.0030
clutter
0.2374
0.5417
0.0304
0.0041
0.1735
0.0130
Precision/Correctness
0.932
0.819
0.827
0.685
0.315
0.286
Recall/Completeness
0.862
0.934
0.622
0.930
0.772
0.013
F1
0.896
0.873
0.710
0.789
0.448
0.025

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.6655
0.2555
0.0144
0.0051
0.0580
0.0015
building
0.3286
0.6224
0.0106
0.0038
0.0297
0.0049
low_veg
0.0421
0.0252
0.8443
0.0814
0.0065
0.0005
tree
0.0304
0.0091
0.0819
0.8704
0.0076
0.0007
car
0.0804
0.0706
0.0120
0.0077
0.8019
0.0273
clutter
0.3645
0.3269
0.0698
0.0121
0.1640
0.0627
Precision/Correctness
0.691
0.594
0.859
0.862
0.431
0.407
Recall/Completeness
0.665
0.622
0.844
0.870
0.802
0.063
F1
0.678
0.608
0.852
0.866
0.561
0.109

Overall accuracy 0.688

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
0.6809
0.2626
0.0114
0.0014
0.0425
0.0012
building
0.3285
0.6332
0.0067
0.0010
0.0259
0.0047
low_veg
0.0234
0.0212
0.8779
0.0733
0.0041
0.0001
tree
0.0128
0.0040
0.0669
0.9119
0.0040
0.0003
car
0.0571
0.0633
0.0058
0.0039
0.8396
0.0303
clutter
0.3421
0.3489
0.0743
0.0050
0.1578
0.0718
Precision/Correctness
0.703
0.608
0.891
0.892
0.446
0.440
Recall/Completeness
0.681
0.633
0.878
0.912
0.840
0.072
F1
0.692
0.621
0.884
0.902
0.583
0.124

Overall accuracy 0.708

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
0.8430
0.1176
0.0116
0.0033
0.0223
0.0021
building
0.2918
0.5493
0.1240
0.0037
0.0306
0.0006
low_veg
0.0539
0.0552
0.4058
0.4790
0.0056
0.0004
tree
0.0396
0.0220
0.2105
0.7253
0.0025
0.0001
car
0.1305
0.1522
0.0163
0.0033
0.6977
0.0000
clutter
0.2919
0.4634
0.0064
0.0007
0.1968
0.0408
Precision/Correctness
0.739
0.657
0.498
0.499
0.234
0.672
Recall/Completeness
0.843
0.549
0.406
0.725
0.698
0.041
F1
0.788
0.598
0.447
0.592
0.351
0.077

Overall accuracy 0.633

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
0.8653
0.1084
0.0070
0.0008
0.0165
0.0020
building
0.2953
0.5503
0.1240
0.0017
0.0283
0.0005
low_veg
0.0307
0.0440
0.4034
0.5183
0.0035
0.0002
tree
0.0175
0.0153
0.2029
0.7629
0.0014
0.0000
car
0.0853
0.1472
0.0142
0.0026
0.7507
0.0000
clutter
0.2639
0.4826
0.0065
0.0001
0.2020
0.0448
Precision/Correctness
0.753
0.687
0.499
0.496
0.225
0.699
Recall/Completeness
0.865
0.550
0.403
0.763
0.751
0.045
F1
0.805
0.611
0.446
0.601
0.347
0.084

Overall accuracy 0.648

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
0.7877
0.0670
0.0689
0.0247
0.0331
0.0186
building
0.1116
0.8233
0.0255
0.0061
0.0287
0.0048
low_veg
0.0449
0.0169
0.7021
0.2123
0.0160
0.0078
tree
0.0277
0.0051
0.1773
0.7758
0.0049
0.0092
car
0.1887
0.0658
0.0091
0.0051
0.7143
0.0170
clutter
--
--
--
--
--
--
Precision/Correctness
0.802
0.906
0.726
0.750
0.203
--
Recall/Completeness
0.788
0.823
0.702
0.776
0.714
--
F1
0.795
0.863
0.714
0.763
0.316
--

Overall accuracy 0.773

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
0.8388
0.0626
0.0456
0.0097
0.0272
0.0161
building
0.1054
0.8487
0.0147
0.0017
0.0256
0.0038
low_veg
0.0344
0.0101
0.7291
0.2068
0.0124
0.0072
tree
0.0103
0.0019
0.1533
0.8251
0.0029
0.0064
car
0.1263
0.0714
0.0046
0.0009
0.7800
0.0168
clutter
--
--
--
--
--
--
Precision/Correctness
0.834
0.927
0.780
0.779
0.205
--
Recall/Completeness
0.839
0.849
0.729
0.825
0.780
--
F1
0.836
0.886
0.754
0.801
0.325
--

Overall accuracy 0.811

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
0.8114
0.0945
0.0416
0.0194
0.0300
0.0032
building
0.0893
0.7863
0.0855
0.0086
0.0226
0.0076
low_veg
0.0446
0.0594
0.7100
0.1777
0.0078
0.0006
tree
0.0211
0.0043
0.1245
0.8471
0.0024
0.0006
car
0.1793
0.0656
0.0384
0.0072
0.7037
0.0058
clutter
--
--
--
--
--
--
Precision/Correctness
0.842
0.821
0.776
0.743
0.292
--
Recall/Completeness
0.811
0.786
0.710
0.847
0.704
--
F1
0.826
0.803
0.741
0.792
0.413
--

Overall accuracy 0.783

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
0.8398
0.0960
0.0291
0.0074
0.0247
0.0030
building
0.0835
0.8087
0.0754
0.0039
0.0209
0.0076
low_veg
0.0299
0.0582
0.7395
0.1654
0.0066
0.0005
tree
0.0087
0.0019
0.1058
0.8818
0.0015
0.0004
car
0.1403
0.0691
0.0269
0.0027
0.7548
0.0062
clutter
--
--
--
--
--
--
Precision/Correctness
0.872
0.833
0.810
0.774
0.278
--
Recall/Completeness
0.840
0.809
0.739
0.882
0.755
--
F1
0.856
0.821
0.773
0.825
0.406
--

Overall accuracy 0.811

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image