Detailled semantic labeling (2D) result


Name D. Gonzalez et al.
Affiliation Wageningen University and Research, The Netherlands
Abbreviation WUR_2
Strategy (u)nsupervised, (s)upervised, (h)ybrid s


Overall statistics, reference set: full_reference


Number of non processed tiles by this participant: 0
↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.889
0.029
0.047
0.022
0.013
0.000
building
0.069
0.894
0.020
0.015
0.002
0.000
low_veg
0.066
0.022
0.732
0.178
0.002
0.000
tree
0.019
0.005
0.089
0.888
0.000
0.000
car
0.291
0.028
0.007
0.007
0.666
0.000
clutter
0.498
0.275
0.055
0.015
0.157
0.000
Precision/Correctness
0.847
0.932
0.803
0.805
0.588
-nan
Recall/Completeness
0.889
0.894
0.732
0.888
0.666
0.000
F1
0.868
0.913
0.766
0.844
0.624
-nan

Overall accuracy 0.845

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
0.919
0.022
0.038
0.011
0.009
0.000
building
0.060
0.914
0.013
0.011
0.002
0.000
low_veg
0.053
0.014
0.772
0.160
0.002
0.000
tree
0.009
0.003
0.076
0.913
0.000
0.000
car
0.226
0.030
0.005
0.004
0.735
0.000
clutter
0.478
0.295
0.057
0.008
0.162
0.000
Precision/Correctness
0.877
0.951
0.837
0.838
0.607
-nan
Recall/Completeness
0.919
0.914
0.772
0.913
0.735
0.000
F1
0.898
0.932
0.803
0.874
0.665
-nan

Overall accuracy 0.876
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9245
0.0117
0.0397
0.0145
0.0096
0.0000
building
0.0414
0.9226
0.0245
0.0107
0.0007
0.0000
low_veg
0.0842
0.0201
0.7194
0.1748
0.0014
0.0000
tree
0.0280
0.0083
0.0858
0.8780
0.0000
0.0000
car
0.3531
0.0166
0.0027
0.0038
0.6238
0.0000
clutter
0.8719
0.0377
0.0309
0.0595
0.0000
0.0000
Precision/Correctness
0.798
0.951
0.825
0.813
0.768
-nan
Recall/Completeness
0.925
0.923
0.719
0.878
0.624
0.000
F1
0.856
0.937
0.769
0.844
0.689
-nan

Overall accuracy 0.841

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
0.9545
0.0067
0.0277
0.0047
0.0063
0.0000
building
0.0318
0.9437
0.0175
0.0064
0.0006
0.0000
low_veg
0.0672
0.0109
0.7563
0.1643
0.0013
0.0000
tree
0.0139
0.0060
0.0744
0.9057
0.0000
0.0000
car
0.2708
0.0176
0.0029
0.0015
0.7072
0.0000
clutter
0.8955
0.0382
0.0320
0.0343
0.0000
0.0000
Precision/Correctness
0.831
0.971
0.857
0.841
0.809
-nan
Recall/Completeness
0.955
0.944
0.756
0.906
0.707
0.000
F1
0.888
0.957
0.804
0.872
0.755
-nan

Overall accuracy 0.871

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
0.9052
0.0623
0.0101
0.0071
0.0152
0.0000
building
0.0616
0.9230
0.0081
0.0058
0.0016
0.0000
low_veg
0.2038
0.0614
0.4137
0.3204
0.0006
0.0000
tree
0.0622
0.0078
0.0603
0.8695
0.0003
0.0000
car
0.3748
0.0183
0.0027
0.0012
0.6029
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.835
0.960
0.639
0.680
0.618
--
Recall/Completeness
0.905
0.923
0.414
0.870
0.603
--
F1
0.869
0.941
0.502
0.763
0.610
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9329
0.0424
0.0083
0.0041
0.0123
0.0000
building
0.0456
0.9418
0.0071
0.0040
0.0015
0.0000
low_veg
0.1599
0.0391
0.4646
0.3359
0.0005
0.0000
tree
0.0313
0.0030
0.0583
0.9074
0.0000
0.0000
car
0.3101
0.0110
0.0019
0.0001
0.6769
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.875
0.976
0.668
0.715
0.628
--
Recall/Completeness
0.933
0.942
0.465
0.907
0.677
--
F1
0.903
0.958
0.548
0.800
0.652
--

Overall accuracy 0.915

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8692
0.0609
0.0405
0.0153
0.0140
0.0000
building
0.0427
0.9185
0.0248
0.0130
0.0010
0.0000
low_veg
0.0447
0.0429
0.6520
0.2598
0.0006
0.0000
tree
0.0108
0.0023
0.0644
0.9225
0.0000
0.0000
car
0.3577
0.0062
0.0064
0.0029
0.6268
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.888
0.936
0.651
0.881
0.722
--
Recall/Completeness
0.869
0.918
0.652
0.923
0.627
--
F1
0.879
0.927
0.652
0.901
0.671
--

Overall accuracy 0.874

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9061
0.0476
0.0319
0.0053
0.0090
0.0000
building
0.0315
0.9398
0.0199
0.0080
0.0007
0.0000
low_veg
0.0295
0.0315
0.6981
0.2403
0.0006
0.0000
tree
0.0029
0.0010
0.0546
0.9416
0.0000
0.0000
car
0.2871
0.0026
0.0036
0.0003
0.7064
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.926
0.955
0.686
0.911
0.773
--
Recall/Completeness
0.906
0.940
0.698
0.942
0.706
--
F1
0.916
0.947
0.692
0.926
0.738
--

Overall accuracy 0.906

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
0.8751
0.0374
0.0615
0.0155
0.0105
0.0000
building
0.0343
0.9383
0.0148
0.0121
0.0005
0.0000
low_veg
0.0628
0.0182
0.8388
0.0794
0.0009
0.0000
tree
0.0183
0.0065
0.0710
0.9042
0.0000
0.0000
car
0.3129
0.0158
0.0099
0.0096
0.6519
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.902
0.927
0.805
0.902
0.755
--
Recall/Completeness
0.875
0.938
0.839
0.904
0.652
--
F1
0.888
0.933
0.822
0.903
0.700
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9043
0.0317
0.0528
0.0052
0.0060
0.0000
building
0.0230
0.9595
0.0090
0.0081
0.0004
0.0000
low_veg
0.0452
0.0100
0.8813
0.0630
0.0005
0.0000
tree
0.0066
0.0035
0.0559
0.9340
0.0000
0.0000
car
0.2489
0.0165
0.0056
0.0078
0.7212
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.937
0.947
0.842
0.934
0.816
--
Recall/Completeness
0.904
0.959
0.881
0.934
0.721
--
F1
0.920
0.953
0.861
0.934
0.766
--

Overall accuracy 0.918

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
0.8496
0.0585
0.0555
0.0283
0.0080
0.0000
building
0.0251
0.9286
0.0230
0.0218
0.0015
0.0000
low_veg
0.0715
0.0341
0.7119
0.1814
0.0011
0.0000
tree
0.0123
0.0049
0.0714
0.9113
0.0000
0.0000
car
0.3050
0.0154
0.0328
0.0060
0.6408
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.932
0.883
0.753
0.797
0.559
--
Recall/Completeness
0.850
0.929
0.712
0.911
0.641
--
F1
0.889
0.905
0.732
0.850
0.597
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8855
0.0466
0.0474
0.0144
0.0061
0.0000
building
0.0178
0.9486
0.0161
0.0164
0.0011
0.0000
low_veg
0.0680
0.0238
0.7601
0.1471
0.0010
0.0000
tree
0.0057
0.0024
0.0560
0.9360
0.0000
0.0000
car
0.2602
0.0164
0.0293
0.0011
0.6929
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.949
0.911
0.793
0.845
0.566
--
Recall/Completeness
0.886
0.949
0.760
0.936
0.693
--
F1
0.916
0.929
0.776
0.888
0.623
--

Overall accuracy 0.889

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8633
0.0242
0.0545
0.0460
0.0120
0.0000
building
0.1828
0.7741
0.0251
0.0145
0.0035
0.0000
low_veg
0.0702
0.0247
0.6538
0.2488
0.0025
0.0000
tree
0.0084
0.0047
0.1085
0.8784
0.0000
0.0000
car
0.1441
0.0091
0.0024
0.0065
0.8380
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.675
0.923
0.783
0.800
0.576
--
Recall/Completeness
0.863
0.774
0.654
0.878
0.838
--
F1
0.757
0.842
0.712
0.837
0.683
--

Overall accuracy 0.791

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
0.8957
0.0215
0.0485
0.0275
0.0067
0.0000
building
0.1888
0.7845
0.0175
0.0057
0.0035
0.0000
low_veg
0.0679
0.0167
0.6905
0.2224
0.0026
0.0000
tree
0.0035
0.0024
0.0967
0.8973
0.0000
0.0000
car
0.0718
0.0089
0.0021
0.0005
0.9168
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.690
0.946
0.809
0.831
0.588
--
Recall/Completeness
0.896
0.784
0.690
0.897
0.917
--
F1
0.779
0.858
0.745
0.863
0.717
--

Overall accuracy 0.816

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
0.8409
0.0275
0.0813
0.0433
0.0070
0.0000
building
0.0261
0.9280
0.0303
0.0150
0.0006
0.0000
low_veg
0.0760
0.0474
0.6807
0.1924
0.0035
0.0000
tree
0.0227
0.0105
0.1122
0.8546
0.0000
0.0000
car
0.1707
0.0162
0.0017
0.0125
0.7989
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.858
0.881
0.738
0.823
0.450
--
Recall/Completeness
0.841
0.928
0.681
0.855
0.799
--
F1
0.849
0.904
0.708
0.839
0.575
--

Overall accuracy 0.820

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
0.8644
0.0235
0.0762
0.0304
0.0055
0.0000
building
0.0186
0.9519
0.0198
0.0091
0.0006
0.0000
low_veg
0.0690
0.0346
0.7151
0.1775
0.0038
0.0000
tree
0.0153
0.0058
0.1020
0.8769
0.0000
0.0000
car
0.1047
0.0180
0.0008
0.0083
0.8683
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.887
0.912
0.761
0.849
0.425
--
Recall/Completeness
0.864
0.952
0.715
0.877
0.868
--
F1
0.875
0.931
0.738
0.863
0.571
--

Overall accuracy 0.847

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8192
0.0222
0.0815
0.0664
0.0106
0.0000
building
0.0334
0.9105
0.0328
0.0214
0.0020
0.0000
low_veg
0.0288
0.0156
0.7316
0.2203
0.0036
0.0000
tree
0.0212
0.0048
0.1081
0.8656
0.0003
0.0000
car
0.1897
0.0028
0.0031
0.0041
0.8003
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.848
0.943
0.789
0.800
0.361
--
Recall/Completeness
0.819
0.910
0.732
0.866
0.800
--
F1
0.833
0.926
0.759
0.831
0.497
--

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
0.8570
0.0179
0.0731
0.0437
0.0082
0.0000
building
0.0274
0.9365
0.0225
0.0117
0.0019
0.0000
low_veg
0.0247
0.0099
0.7556
0.2061
0.0037
0.0000
tree
0.0143
0.0024
0.0963
0.8868
0.0002
0.0000
car
0.1433
0.0000
0.0000
0.0000
0.8567
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.879
0.963
0.816
0.823
0.331
--
Recall/Completeness
0.857
0.937
0.756
0.887
0.857
--
F1
0.868
0.949
0.785
0.854
0.478
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8176
0.0188
0.1029
0.0558
0.0049
0.0000
building
0.0186
0.9227
0.0301
0.0280
0.0006
0.0000
low_veg
0.0594
0.0141
0.7526
0.1716
0.0022
0.0000
tree
0.0062
0.0007
0.0716
0.9216
0.0000
0.0000
car
0.2732
0.0664
0.0226
0.0234
0.6145
0.0000
clutter
0.1127
0.5865
0.2994
0.0006
0.0007
0.0000
Precision/Correctness
0.886
0.868
0.697
0.885
0.623
-nan
Recall/Completeness
0.818
0.923
0.753
0.922
0.614
0.000
F1
0.850
0.895
0.724
0.903
0.619
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8503
0.0117
0.0989
0.0358
0.0033
0.0000
building
0.0163
0.9410
0.0215
0.0207
0.0006
0.0000
low_veg
0.0529
0.0074
0.7978
0.1396
0.0023
0.0000
tree
0.0024
0.0001
0.0595
0.9380
0.0000
0.0000
car
0.1996
0.0737
0.0122
0.0127
0.7018
0.0000
clutter
0.0991
0.6062
0.2940
0.0000
0.0007
0.0000
Precision/Correctness
0.910
0.881
0.722
0.915
0.633
-nan
Recall/Completeness
0.850
0.941
0.798
0.938
0.702
0.000
F1
0.879
0.910
0.758
0.926
0.665
-nan

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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8665
0.0253
0.0514
0.0452
0.0116
0.0000
building
0.0300
0.9332
0.0213
0.0148
0.0008
0.0000
low_veg
0.0820
0.0366
0.6679
0.2122
0.0012
0.0000
tree
0.0175
0.0030
0.0557
0.9236
0.0001
0.0000
car
0.3225
0.0090
0.0104
0.0171
0.6410
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.901
0.910
0.787
0.816
0.632
--
Recall/Completeness
0.867
0.933
0.668
0.924
0.641
--
F1
0.883
0.921
0.723
0.866
0.636
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9016
0.0182
0.0462
0.0257
0.0084
0.0000
building
0.0232
0.9544
0.0139
0.0079
0.0007
0.0000
low_veg
0.0780
0.0244
0.7151
0.1812
0.0013
0.0000
tree
0.0070
0.0013
0.0440
0.9478
0.0000
0.0000
car
0.2489
0.0113
0.0052
0.0074
0.7273
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.926
0.940
0.822
0.858
0.655
--
Recall/Completeness
0.902
0.954
0.715
0.948
0.727
--
F1
0.913
0.947
0.765
0.900
0.689
--

Overall accuracy 0.887

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7833
0.0339
0.1232
0.0450
0.0147
0.0000
building
0.0671
0.8672
0.0361
0.0288
0.0008
0.0000
low_veg
0.0291
0.0182
0.8495
0.1026
0.0006
0.0000
tree
0.0146
0.0064
0.1531
0.8255
0.0003
0.0000
car
0.2510
0.0003
0.0009
0.0031
0.7447
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.796
0.921
0.846
0.795
0.518
--
Recall/Completeness
0.783
0.867
0.850
0.826
0.745
--
F1
0.790
0.893
0.848
0.810
0.611
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8156
0.0249
0.1160
0.0319
0.0115
0.0000
building
0.0620
0.8841
0.0275
0.0256
0.0008
0.0000
low_veg
0.0246
0.0143
0.8725
0.0881
0.0006
0.0000
tree
0.0092
0.0035
0.1372
0.8498
0.0003
0.0000
car
0.1752
0.0002
0.0010
0.0007
0.8230
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.824
0.942
0.867
0.821
0.514
--
Recall/Completeness
0.816
0.884
0.872
0.850
0.823
--
F1
0.820
0.912
0.870
0.835
0.633
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9226
0.0231
0.0245
0.0078
0.0219
0.0000
building
0.0759
0.9004
0.0111
0.0112
0.0014
0.0000
low_veg
0.1062
0.0280
0.6490
0.2159
0.0009
0.0000
tree
0.0169
0.0044
0.0307
0.9480
0.0000
0.0000
car
0.3258
0.0048
0.0039
0.0063
0.6593
0.0000
clutter
0.7320
0.0882
0.0319
0.0339
0.1140
0.0000
Precision/Correctness
0.828
0.958
0.894
0.660
0.729
-nan
Recall/Completeness
0.923
0.900
0.649
0.948
0.659
0.000
F1
0.873
0.928
0.752
0.778
0.693
-nan

Overall accuracy 0.853

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9528
0.0151
0.0178
0.0029
0.0114
0.0000
building
0.0614
0.9232
0.0066
0.0077
0.0012
0.0000
low_veg
0.0868
0.0163
0.6963
0.1999
0.0007
0.0000
tree
0.0081
0.0024
0.0215
0.9680
0.0000
0.0000
car
0.2634
0.0023
0.0019
0.0050
0.7275
0.0000
clutter
0.7506
0.0860
0.0110
0.0254
0.1270
0.0000
Precision/Correctness
0.864
0.976
0.928
0.694
0.801
-nan
Recall/Completeness
0.953
0.923
0.696
0.968
0.727
0.000
F1
0.906
0.949
0.796
0.808
0.762
-nan

Overall accuracy 0.887

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9293
0.0149
0.0280
0.0137
0.0142
0.0000
building
0.0886
0.8923
0.0093
0.0092
0.0005
0.0000
low_veg
0.0796
0.0282
0.5559
0.3343
0.0021
0.0000
tree
0.0087
0.0024
0.0154
0.9736
0.0000
0.0000
car
0.2531
0.0070
0.0095
0.0087
0.7218
0.0000
clutter
0.5303
0.2411
0.0158
0.0139
0.1989
0.0000
Precision/Correctness
0.876
0.931
0.832
0.646
0.439
-nan
Recall/Completeness
0.929
0.892
0.556
0.974
0.722
0.000
F1
0.902
0.911
0.666
0.777
0.546
-nan

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
0.9524
0.0096
0.0216
0.0066
0.0097
0.0000
building
0.0833
0.9056
0.0057
0.0051
0.0003
0.0000
low_veg
0.0564
0.0152
0.6030
0.3240
0.0015
0.0000
tree
0.0034
0.0013
0.0107
0.9846
0.0000
0.0000
car
0.1962
0.0038
0.0096
0.0057
0.7847
0.0000
clutter
0.5187
0.2549
0.0116
0.0045
0.2102
0.0000
Precision/Correctness
0.896
0.950
0.869
0.682
0.441
-nan
Recall/Completeness
0.952
0.906
0.603
0.985
0.785
0.000
F1
0.924
0.927
0.712
0.806
0.565
-nan

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9421
0.0154
0.0085
0.0055
0.0285
0.0000
building
0.1792
0.7995
0.0038
0.0054
0.0122
0.0000
low_veg
0.0683
0.0072
0.8409
0.0809
0.0026
0.0000
tree
0.0337
0.0031
0.0537
0.9094
0.0002
0.0000
car
0.1439
0.1096
0.0019
0.0082
0.7363
0.0000
clutter
0.3707
0.3746
0.0101
0.0085
0.2362
0.0000
Precision/Correctness
0.818
0.902
0.920
0.864
0.537
-nan
Recall/Completeness
0.942
0.800
0.841
0.909
0.736
0.000
F1
0.876
0.848
0.879
0.886
0.621
-nan

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_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9634
0.0109
0.0071
0.0015
0.0170
0.0000
building
0.1720
0.8139
0.0015
0.0018
0.0108
0.0000
low_veg
0.0401
0.0046
0.8857
0.0683
0.0013
0.0000
tree
0.0107
0.0011
0.0447
0.9435
0.0000
0.0000
car
0.0959
0.1186
0.0011
0.0027
0.7817
0.0000
clutter
0.3128
0.4268
0.0066
0.0030
0.2508
0.0000
Precision/Correctness
0.844
0.917
0.941
0.900
0.561
-nan
Recall/Completeness
0.963
0.814
0.886
0.943
0.782
0.000
F1
0.900
0.862
0.912
0.921
0.653
-nan

Overall accuracy 0.872

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9711
0.0118
0.0049
0.0020
0.0101
0.0000
building
0.1734
0.7607
0.0129
0.0498
0.0031
0.0000
low_veg
0.1288
0.0081
0.7863
0.0733
0.0035
0.0000
tree
0.0599
0.0040
0.1442
0.7918
0.0001
0.0000
car
0.3480
0.0027
0.0029
0.0026
0.6438
0.0000
clutter
0.5516
0.2019
0.0013
0.0010
0.2441
0.0000
Precision/Correctness
0.772
0.928
0.853
0.757
0.308
-nan
Recall/Completeness
0.971
0.761
0.786
0.792
0.644
0.000
F1
0.860
0.836
0.818
0.774
0.417
-nan

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_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9823
0.0073
0.0029
0.0004
0.0070
0.0000
building
0.1672
0.7706
0.0109
0.0487
0.0027
0.0000
low_veg
0.0839
0.0037
0.8363
0.0731
0.0030
0.0000
tree
0.0320
0.0023
0.1337
0.8321
0.0000
0.0000
car
0.2856
0.0028
0.0019
0.0005
0.7091
0.0000
clutter
0.5183
0.2131
0.0008
0.0002
0.2675
0.0000
Precision/Correctness
0.799
0.942
0.875
0.767
0.289
-nan
Recall/Completeness
0.982
0.771
0.836
0.832
0.709
0.000
F1
0.881
0.848
0.855
0.798
0.410
-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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8399
0.0372
0.0967
0.0200
0.0062
0.0000
building
0.0630
0.8957
0.0298
0.0089
0.0026
0.0000
low_veg
0.0323
0.0124
0.7138
0.2409
0.0005
0.0000
tree
0.0215
0.0029
0.1132
0.8623
0.0000
0.0000
car
0.4216
0.0094
0.0080
0.0170
0.5440
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.865
0.948
0.751
0.750
0.634
--
Recall/Completeness
0.840
0.896
0.714
0.862
0.544
--
F1
0.852
0.921
0.732
0.802
0.586
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8934
0.0322
0.0646
0.0054
0.0043
0.0000
building
0.0481
0.9295
0.0165
0.0036
0.0023
0.0000
low_veg
0.0217
0.0070
0.7407
0.2302
0.0004
0.0000
tree
0.0063
0.0010
0.0867
0.9060
0.0000
0.0000
car
0.3649
0.0087
0.0042
0.0090
0.6131
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.907
0.964
0.818
0.779
0.664
--
Recall/Completeness
0.893
0.930
0.741
0.906
0.613
--
F1
0.900
0.946
0.777
0.838
0.637
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8964
0.0254
0.0493
0.0168
0.0121
0.0000
building
0.0358
0.9142
0.0286
0.0192
0.0022
0.0000
low_veg
0.0621
0.0124
0.7971
0.1275
0.0010
0.0000
tree
0.0201
0.0040
0.0981
0.8777
0.0002
0.0000
car
0.2830
0.0346
0.0222
0.0105
0.6497
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.879
0.953
0.849
0.791
0.603
--
Recall/Completeness
0.896
0.914
0.797
0.878
0.650
--
F1
0.888
0.933
0.822
0.832
0.625
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9276
0.0229
0.0347
0.0060
0.0088
0.0000
building
0.0257
0.9419
0.0174
0.0133
0.0017
0.0000
low_veg
0.0460
0.0069
0.8394
0.1069
0.0008
0.0000
tree
0.0089
0.0024
0.0783
0.9104
0.0001
0.0000
car
0.2139
0.0402
0.0178
0.0045
0.7236
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.916
0.966
0.889
0.833
0.633
--
Recall/Completeness
0.928
0.942
0.839
0.910
0.724
--
F1
0.922
0.954
0.864
0.870
0.675
--

Overall accuracy 0.902

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image