Detailled semantic labeling (2D) result


Name A. Boulch
Affiliation Onera, France,
Abbreviation ONE_5
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
0.878
0.040
0.050
0.024
0.007
0.001
building
0.069
0.889
0.030
0.011
0.001
0.000
low_veg
0.079
0.035
0.714
0.171
0.001
0.000
tree
0.032
0.009
0.102
0.857
0.000
0.000
car
0.550
0.050
0.022
0.009
0.365
0.004
clutter
0.526
0.221
0.042
0.015
0.062
0.133
Precision/Correctness
0.819
0.908
0.772
0.806
0.619
0.698
Recall/Completeness
0.878
0.889
0.714
0.857
0.365
0.133
F1
0.847
0.898
0.742
0.831
0.459
0.224

Overall accuracy 0.827

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
0.906
0.033
0.041
0.014
0.005
0.001
building
0.059
0.911
0.022
0.007
0.001
0.000
low_veg
0.067
0.027
0.749
0.156
0.001
0.000
tree
0.020
0.005
0.087
0.888
0.000
0.000
car
0.500
0.054
0.019
0.006
0.417
0.004
clutter
0.506
0.234
0.041
0.008
0.063
0.147
Precision/Correctness
0.851
0.930
0.809
0.837
0.647
0.728
Recall/Completeness
0.906
0.911
0.749
0.888
0.417
0.147
F1
0.878
0.920
0.778
0.862
0.507
0.244

Overall accuracy 0.859
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9041
0.0205
0.0488
0.0196
0.0061
0.0010
building
0.0469
0.8995
0.0429
0.0102
0.0001
0.0003
low_veg
0.1259
0.0283
0.6573
0.1873
0.0008
0.0003
tree
0.0427
0.0124
0.0910
0.8535
0.0002
0.0002
car
0.5821
0.0180
0.0158
0.0038
0.3650
0.0153
clutter
0.3827
0.0538
0.0591
0.0439
0.0023
0.4581
Precision/Correctness
0.768
0.926
0.778
0.796
0.755
0.926
Recall/Completeness
0.904
0.900
0.657
0.853
0.365
0.458
F1
0.831
0.913
0.713
0.824
0.492
0.613

Overall accuracy 0.814

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
0.9318
0.0165
0.0372
0.0095
0.0042
0.0007
building
0.0370
0.9249
0.0317
0.0060
0.0001
0.0003
low_veg
0.1126
0.0199
0.6862
0.1801
0.0008
0.0003
tree
0.0274
0.0101
0.0787
0.8836
0.0002
0.0001
car
0.5262
0.0190
0.0161
0.0021
0.4227
0.0139
clutter
0.3900
0.0544
0.0578
0.0255
0.0024
0.4699
Precision/Correctness
0.802
0.945
0.814
0.823
0.792
0.950
Recall/Completeness
0.932
0.925
0.686
0.884
0.423
0.470
F1
0.862
0.935
0.745
0.852
0.551
0.629

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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8886
0.0713
0.0212
0.0096
0.0092
0.0001
building
0.0747
0.9085
0.0121
0.0035
0.0008
0.0004
low_veg
0.1934
0.0869
0.4579
0.2590
0.0027
0.0000
tree
0.0838
0.0206
0.0748
0.8192
0.0016
0.0000
car
0.6414
0.0272
0.0046
0.0030
0.3233
0.0005
clutter
--
--
--
--
--
--
Precision/Correctness
0.802
0.951
0.551
0.706
0.584
--
Recall/Completeness
0.889
0.909
0.458
0.819
0.323
--
F1
0.843
0.929
0.500
0.759
0.416
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9171
0.0515
0.0178
0.0062
0.0072
0.0001
building
0.0583
0.9286
0.0100
0.0020
0.0008
0.0005
low_veg
0.1608
0.0564
0.5006
0.2802
0.0020
0.0000
tree
0.0568
0.0111
0.0683
0.8629
0.0009
0.0000
car
0.6106
0.0188
0.0036
0.0015
0.3654
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.839
0.969
0.586
0.741
0.605
--
Recall/Completeness
0.917
0.929
0.501
0.863
0.365
--
F1
0.876
0.948
0.540
0.797
0.456
--

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_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8640
0.0656
0.0421
0.0171
0.0102
0.0010
building
0.0431
0.9225
0.0260
0.0082
0.0002
0.0000
low_veg
0.0775
0.0484
0.6612
0.2124
0.0005
0.0000
tree
0.0209
0.0065
0.0743
0.8981
0.0002
0.0000
car
0.5708
0.0296
0.0236
0.0037
0.3693
0.0030
clutter
--
--
--
--
--
--
Precision/Correctness
0.853
0.926
0.632
0.897
0.685
--
Recall/Completeness
0.864
0.922
0.661
0.898
0.369
--
F1
0.859
0.924
0.646
0.897
0.480
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9008
0.0498
0.0322
0.0089
0.0073
0.0010
building
0.0310
0.9451
0.0193
0.0045
0.0001
0.0000
low_veg
0.0614
0.0361
0.7058
0.1966
0.0001
0.0000
tree
0.0107
0.0036
0.0626
0.9230
0.0001
0.0000
car
0.5260
0.0241
0.0251
0.0012
0.4204
0.0033
clutter
--
--
--
--
--
--
Precision/Correctness
0.895
0.949
0.672
0.923
0.733
--
Recall/Completeness
0.901
0.945
0.706
0.923
0.420
--
F1
0.898
0.947
0.688
0.923
0.534
--

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_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8434
0.0364
0.0826
0.0198
0.0092
0.0085
building
0.0410
0.9179
0.0303
0.0095
0.0006
0.0006
low_veg
0.0685
0.0200
0.8243
0.0851
0.0021
0.0000
tree
0.0348
0.0106
0.1004
0.8536
0.0006
0.0001
car
0.5490
0.0065
0.0430
0.0114
0.3896
0.0004
clutter
--
--
--
--
--
--
Precision/Correctness
0.867
0.922
0.738
0.890
0.649
--
Recall/Completeness
0.843
0.918
0.824
0.854
0.390
--
F1
0.855
0.920
0.779
0.871
0.487
--

Overall accuracy 0.852

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
0.8737
0.0306
0.0700
0.0102
0.0065
0.0089
building
0.0292
0.9437
0.0203
0.0059
0.0004
0.0004
low_veg
0.0538
0.0122
0.8603
0.0724
0.0013
0.0000
tree
0.0212
0.0069
0.0818
0.8898
0.0003
0.0000
car
0.5069
0.0039
0.0359
0.0087
0.4444
0.0003
clutter
--
--
--
--
--
--
Precision/Correctness
0.904
0.943
0.781
0.919
0.696
--
Recall/Completeness
0.874
0.944
0.860
0.890
0.444
--
F1
0.889
0.943
0.819
0.904
0.543
--

Overall accuracy 0.886

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8441
0.0739
0.0487
0.0300
0.0033
0.0000
building
0.0302
0.9188
0.0333
0.0172
0.0004
0.0000
low_veg
0.1042
0.0443
0.6455
0.2055
0.0005
0.0000
tree
0.0289
0.0083
0.0854
0.8773
0.0000
0.0000
car
0.4818
0.0354
0.0468
0.0101
0.4260
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.901
0.853
0.721
0.778
0.675
--
Recall/Completeness
0.844
0.919
0.645
0.877
0.426
--
F1
0.872
0.885
0.681
0.825
0.522
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8760
0.0628
0.0404
0.0183
0.0024
0.0000
building
0.0210
0.9412
0.0255
0.0121
0.0003
0.0000
low_veg
0.1007
0.0352
0.6855
0.1780
0.0006
0.0000
tree
0.0173
0.0047
0.0681
0.9098
0.0000
0.0000
car
0.4241
0.0372
0.0473
0.0061
0.4853
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.924
0.879
0.765
0.819
0.700
--
Recall/Completeness
0.876
0.941
0.685
0.910
0.485
--
F1
0.899
0.909
0.723
0.862
0.573
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8699
0.0239
0.0616
0.0398
0.0044
0.0004
building
0.1789
0.7741
0.0314
0.0132
0.0024
0.0000
low_veg
0.0653
0.0289
0.6757
0.2288
0.0011
0.0001
tree
0.0226
0.0086
0.1194
0.8494
0.0001
0.0000
car
0.3971
0.0000
0.0000
0.0099
0.5919
0.0011
clutter
--
--
--
--
--
--
Precision/Correctness
0.661
0.908
0.769
0.808
0.675
--
Recall/Completeness
0.870
0.774
0.676
0.849
0.592
--
F1
0.751
0.836
0.719
0.828
0.631
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8972
0.0213
0.0531
0.0255
0.0025
0.0004
building
0.1840
0.7879
0.0187
0.0068
0.0026
0.0000
low_veg
0.0620
0.0216
0.7075
0.2076
0.0012
0.0001
tree
0.0154
0.0050
0.1047
0.8750
0.0000
0.0000
car
0.2906
0.0000
0.0000
0.0068
0.7026
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.681
0.933
0.800
0.836
0.686
--
Recall/Completeness
0.897
0.788
0.707
0.875
0.703
--
F1
0.774
0.854
0.751
0.855
0.694
--

Overall accuracy 0.813

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8328
0.0524
0.0749
0.0365
0.0034
0.0000
building
0.0291
0.9235
0.0355
0.0119
0.0000
0.0000
low_veg
0.0908
0.0507
0.6713
0.1851
0.0021
0.0000
tree
0.0357
0.0149
0.1179
0.8314
0.0000
0.0000
car
0.4937
0.0078
0.0030
0.0049
0.4907
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.822
0.844
0.731
0.829
0.499
--
Recall/Completeness
0.833
0.924
0.671
0.831
0.491
--
F1
0.827
0.882
0.700
0.830
0.495
--

Overall accuracy 0.806

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
0.8509
0.0499
0.0697
0.0266
0.0029
0.0000
building
0.0212
0.9509
0.0214
0.0064
0.0000
0.0000
low_veg
0.0845
0.0370
0.7026
0.1736
0.0022
0.0000
tree
0.0266
0.0092
0.1067
0.8575
0.0000
0.0000
car
0.4090
0.0047
0.0026
0.0016
0.5822
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.852
0.874
0.757
0.852
0.484
--
Recall/Completeness
0.851
0.951
0.703
0.857
0.582
--
F1
0.851
0.911
0.729
0.855
0.529
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8024
0.0425
0.0961
0.0551
0.0037
0.0001
building
0.0324
0.9117
0.0417
0.0140
0.0001
0.0000
low_veg
0.0313
0.0278
0.7604
0.1803
0.0003
0.0000
tree
0.0320
0.0080
0.1291
0.8304
0.0004
0.0002
car
0.4417
0.0117
0.0221
0.0188
0.4868
0.0189
clutter
--
--
--
--
--
--
Precision/Correctness
0.817
0.901
0.764
0.825
0.570
--
Recall/Completeness
0.802
0.912
0.760
0.830
0.487
--
F1
0.810
0.906
0.762
0.828
0.525
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8353
0.0379
0.0876
0.0363
0.0027
0.0001
building
0.0275
0.9385
0.0269
0.0069
0.0001
0.0000
low_veg
0.0277
0.0229
0.7818
0.1673
0.0003
0.0000
tree
0.0243
0.0046
0.1165
0.8540
0.0003
0.0002
car
0.3669
0.0128
0.0139
0.0096
0.5712
0.0255
clutter
--
--
--
--
--
--
Precision/Correctness
0.848
0.922
0.792
0.848
0.585
--
Recall/Completeness
0.835
0.939
0.782
0.854
0.571
--
F1
0.841
0.930
0.787
0.851
0.578
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8186
0.0412
0.0757
0.0585
0.0054
0.0005
building
0.0267
0.9003
0.0450
0.0280
0.0001
0.0000
low_veg
0.0667
0.0289
0.7133
0.1902
0.0008
0.0001
tree
0.0123
0.0036
0.0638
0.9203
0.0000
0.0000
car
0.5493
0.0019
0.0068
0.0337
0.4083
0.0000
clutter
0.4203
0.4292
0.1441
0.0061
0.0004
0.0000
Precision/Correctness
0.821
0.845
0.724
0.876
0.570
0.000
Recall/Completeness
0.819
0.900
0.713
0.920
0.408
0.000
F1
0.820
0.872
0.718
0.898
0.476
-nan

Overall accuracy 0.829

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
0.8476
0.0345
0.0722
0.0406
0.0046
0.0006
building
0.0219
0.9193
0.0361
0.0226
0.0001
0.0000
low_veg
0.0597
0.0210
0.7566
0.1619
0.0007
0.0001
tree
0.0068
0.0021
0.0509
0.9402
0.0000
0.0000
car
0.4892
0.0007
0.0023
0.0269
0.4809
0.0000
clutter
0.4186
0.4366
0.1424
0.0023
0.0001
0.0000
Precision/Correctness
0.847
0.864
0.753
0.903
0.569
0.000
Recall/Completeness
0.848
0.919
0.757
0.940
0.481
0.000
F1
0.847
0.891
0.755
0.921
0.521
-nan

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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8691
0.0321
0.0517
0.0408
0.0063
0.0001
building
0.0519
0.8983
0.0350
0.0142
0.0006
0.0000
low_veg
0.1123
0.0438
0.6483
0.1953
0.0003
0.0000
tree
0.0304
0.0056
0.0766
0.8872
0.0002
0.0000
car
0.5386
0.0066
0.0438
0.0184
0.3926
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.856
0.885
0.743
0.823
0.657
--
Recall/Completeness
0.869
0.898
0.648
0.887
0.393
--
F1
0.863
0.892
0.692
0.854
0.492
--

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9005
0.0254
0.0445
0.0248
0.0047
0.0001
building
0.0427
0.9253
0.0234
0.0082
0.0005
0.0000
low_veg
0.1079
0.0325
0.6890
0.1704
0.0001
0.0000
tree
0.0168
0.0032
0.0615
0.9185
0.0001
0.0000
car
0.4801
0.0068
0.0414
0.0121
0.4595
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.886
0.915
0.786
0.860
0.692
--
Recall/Completeness
0.900
0.925
0.689
0.919
0.459
--
F1
0.893
0.920
0.734
0.888
0.552
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7557
0.0592
0.1242
0.0495
0.0088
0.0026
building
0.0606
0.8760
0.0424
0.0205
0.0004
0.0001
low_veg
0.0373
0.0233
0.8441
0.0952
0.0000
0.0001
tree
0.0252
0.0102
0.1601
0.8044
0.0001
0.0000
car
0.5792
0.0465
0.0191
0.0043
0.3472
0.0038
clutter
--
--
--
--
--
--
Precision/Correctness
0.757
0.887
0.839
0.803
0.485
--
Recall/Completeness
0.756
0.876
0.844
0.804
0.347
--
F1
0.756
0.882
0.841
0.803
0.405
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7852
0.0508
0.1151
0.0385
0.0075
0.0028
building
0.0571
0.8917
0.0337
0.0170
0.0004
0.0001
low_veg
0.0339
0.0185
0.8655
0.0820
0.0000
0.0001
tree
0.0186
0.0069
0.1422
0.8322
0.0001
0.0000
car
0.5487
0.0470
0.0095
0.0003
0.3922
0.0023
clutter
--
--
--
--
--
--
Precision/Correctness
0.783
0.910
0.861
0.828
0.475
--
Recall/Completeness
0.785
0.892
0.866
0.832
0.392
--
F1
0.784
0.901
0.863
0.830
0.430
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9190
0.0319
0.0257
0.0098
0.0126
0.0010
building
0.0771
0.8928
0.0205
0.0082
0.0006
0.0009
low_veg
0.1201
0.0441
0.6122
0.2230
0.0006
0.0000
tree
0.0228
0.0116
0.0612
0.9041
0.0003
0.0000
car
0.6220
0.0200
0.0063
0.0073
0.3371
0.0073
clutter
0.6473
0.0867
0.1538
0.0154
0.0850
0.0118
Precision/Correctness
0.797
0.937
0.844
0.645
0.704
0.034
Recall/Completeness
0.919
0.893
0.612
0.904
0.337
0.012
F1
0.854
0.915
0.710
0.753
0.456
0.018

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9463
0.0215
0.0181
0.0053
0.0081
0.0007
building
0.0635
0.9164
0.0142
0.0046
0.0004
0.0008
low_veg
0.1030
0.0317
0.6509
0.2139
0.0005
0.0000
tree
0.0131
0.0080
0.0453
0.9333
0.0002
0.0000
car
0.5778
0.0180
0.0046
0.0061
0.3861
0.0076
clutter
0.6725
0.0894
0.1246
0.0091
0.0923
0.0122
Precision/Correctness
0.835
0.959
0.887
0.674
0.758
0.033
Recall/Completeness
0.946
0.916
0.651
0.933
0.386
0.012
F1
0.887
0.937
0.751
0.783
0.512
0.018

Overall accuracy 0.862

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9291
0.0226
0.0264
0.0164
0.0052
0.0003
building
0.0558
0.9169
0.0161
0.0110
0.0002
0.0000
low_veg
0.1081
0.0361
0.5571
0.2974
0.0012
0.0000
tree
0.0138
0.0088
0.0304
0.9463
0.0001
0.0006
car
0.5871
0.0074
0.0151
0.0135
0.3763
0.0005
clutter
0.6270
0.2368
0.0159
0.0168
0.0873
0.0162
Precision/Correctness
0.869
0.915
0.808
0.655
0.501
0.699
Recall/Completeness
0.929
0.917
0.557
0.946
0.376
0.016
F1
0.898
0.916
0.660
0.774
0.430
0.032

Overall accuracy 0.838

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9498
0.0172
0.0202
0.0090
0.0037
0.0002
building
0.0477
0.9346
0.0106
0.0071
0.0001
0.0000
low_veg
0.0865
0.0255
0.6002
0.2871
0.0008
0.0000
tree
0.0065
0.0062
0.0222
0.9645
0.0000
0.0005
car
0.5446
0.0030
0.0121
0.0109
0.4293
0.0001
clutter
0.6189
0.2506
0.0111
0.0075
0.0930
0.0188
Precision/Correctness
0.895
0.935
0.850
0.693
0.508
0.770
Recall/Completeness
0.950
0.935
0.600
0.965
0.429
0.019
F1
0.921
0.935
0.704
0.806
0.466
0.037

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9381
0.0259
0.0172
0.0071
0.0102
0.0014
building
0.1685
0.8153
0.0083
0.0044
0.0033
0.0001
low_veg
0.0705
0.0094
0.8591
0.0596
0.0007
0.0006
tree
0.0651
0.0082
0.0748
0.8496
0.0024
0.0000
car
0.4091
0.2142
0.0156
0.0100
0.3493
0.0017
clutter
0.5077
0.3091
0.0220
0.0152
0.0888
0.0573
Precision/Correctness
0.791
0.881
0.872
0.875
0.604
0.729
Recall/Completeness
0.938
0.815
0.859
0.850
0.349
0.057
F1
0.858
0.847
0.865
0.862
0.443
0.106

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
0.9565
0.0203
0.0128
0.0032
0.0060
0.0012
building
0.1587
0.8328
0.0045
0.0016
0.0023
0.0001
low_veg
0.0502
0.0056
0.8924
0.0511
0.0003
0.0004
tree
0.0366
0.0048
0.0597
0.8976
0.0014
0.0000
car
0.3625
0.2368
0.0105
0.0056
0.3832
0.0014
clutter
0.4718
0.3469
0.0178
0.0088
0.0931
0.0616
Precision/Correctness
0.819
0.901
0.907
0.910
0.646
0.768
Recall/Completeness
0.957
0.833
0.892
0.898
0.383
0.062
F1
0.883
0.866
0.900
0.904
0.481
0.114

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9502
0.0185
0.0157
0.0051
0.0056
0.0049
building
0.1431
0.8181
0.0174
0.0196
0.0015
0.0002
low_veg
0.1079
0.0287
0.8144
0.0452
0.0035
0.0004
tree
0.0589
0.0126
0.1380
0.7900
0.0003
0.0002
car
0.6248
0.0105
0.0149
0.0036
0.3407
0.0054
clutter
0.6032
0.1367
0.0029
0.0017
0.0898
0.1657
Precision/Correctness
0.777
0.921
0.829
0.849
0.353
0.811
Recall/Completeness
0.950
0.818
0.814
0.790
0.341
0.166
F1
0.855
0.866
0.822
0.818
0.347
0.275

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_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9652
0.0139
0.0099
0.0022
0.0042
0.0045
building
0.1363
0.8303
0.0147
0.0173
0.0013
0.0001
low_veg
0.0799
0.0208
0.8546
0.0413
0.0033
0.0002
tree
0.0339
0.0066
0.1300
0.8292
0.0002
0.0001
car
0.5773
0.0068
0.0121
0.0041
0.3928
0.0070
clutter
0.5770
0.1392
0.0024
0.0008
0.0967
0.1839
Precision/Correctness
0.803
0.939
0.856
0.873
0.346
0.831
Recall/Completeness
0.965
0.830
0.855
0.829
0.393
0.184
F1
0.877
0.881
0.855
0.850
0.368
0.301

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8004
0.0592
0.1003
0.0375
0.0024
0.0001
building
0.0590
0.8774
0.0514
0.0113
0.0009
0.0001
low_veg
0.0541
0.0225
0.6473
0.2760
0.0001
0.0000
tree
0.0387
0.0078
0.1252
0.8283
0.0001
0.0000
car
0.6376
0.0195
0.0163
0.0191
0.3051
0.0023
clutter
--
--
--
--
--
--
Precision/Correctness
0.824
0.912
0.702
0.705
0.720
--
Recall/Completeness
0.800
0.877
0.647
0.828
0.305
--
F1
0.812
0.895
0.673
0.762
0.429
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8491
0.0546
0.0747
0.0198
0.0017
0.0001
building
0.0481
0.9086
0.0375
0.0048
0.0009
0.0001
low_veg
0.0425
0.0145
0.6740
0.2690
0.0000
0.0000
tree
0.0198
0.0038
0.1024
0.8740
0.0000
0.0000
car
0.5811
0.0240
0.0155
0.0138
0.3621
0.0034
clutter
--
--
--
--
--
--
Precision/Correctness
0.868
0.934
0.759
0.734
0.753
--
Recall/Completeness
0.849
0.909
0.674
0.874
0.362
--
F1
0.858
0.921
0.714
0.798
0.489
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8828
0.0319
0.0575
0.0225
0.0050
0.0003
building
0.0393
0.8934
0.0519
0.0139
0.0013
0.0002
low_veg
0.0682
0.0521
0.7614
0.1180
0.0004
0.0000
tree
0.0384
0.0061
0.1230
0.8321
0.0004
0.0000
car
0.5293
0.0303
0.0740
0.0066
0.3599
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.850
0.902
0.800
0.792
0.651
--
Recall/Completeness
0.883
0.893
0.761
0.832
0.360
--
F1
0.866
0.898
0.780
0.812
0.464
--

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
0.9123
0.0290
0.0427
0.0122
0.0035
0.0003
building
0.0295
0.9230
0.0377
0.0087
0.0009
0.0002
low_veg
0.0530
0.0495
0.7956
0.1016
0.0002
0.0000
tree
0.0222
0.0030
0.1012
0.8734
0.0002
0.0000
car
0.4773
0.0292
0.0670
0.0033
0.4232
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.890
0.916
0.842
0.831
0.705
--
Recall/Completeness
0.912
0.923
0.796
0.873
0.423
--
F1
0.901
0.920
0.818
0.852
0.529
--

Overall accuracy 0.872

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image