Detailled semantic labeling (2D) result


Name X. Yang
Affiliation Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, China
Abbreviation RADI
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
0.906
0.030
0.041
0.017
0.005
0.000
building
0.027
0.953
0.015
0.005
0.000
0.000
low_veg
0.046
0.018
0.808
0.127
0.000
0.000
tree
0.019
0.005
0.081
0.894
0.000
0.000
car
0.160
0.027
0.006
0.004
0.801
0.002
clutter
0.433
0.109
0.009
0.008
0.033
0.409
Precision/Correctness
0.902
0.943
0.838
0.858
0.848
0.931
Recall/Completeness
0.906
0.953
0.808
0.894
0.801
0.409
F1
0.904
0.948
0.823
0.876
0.824
0.568

Overall accuracy 0.888

Overall statistics, reference set: no_boundary


Number of non processed tiles by this participant: 0
↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.932
0.024
0.033
0.008
0.003
0.000
building
0.020
0.969
0.008
0.002
0.000
0.000
low_veg
0.036
0.010
0.843
0.111
0.000
0.000
tree
0.009
0.002
0.064
0.925
0.000
0.000
car
0.073
0.030
0.004
0.002
0.889
0.002
clutter
0.414
0.108
0.005
0.003
0.034
0.436
Precision/Correctness
0.931
0.962
0.873
0.888
0.888
0.954
Recall/Completeness
0.932
0.969
0.843
0.925
0.889
0.436
F1
0.931
0.965
0.858
0.906
0.888
0.598

Overall accuracy 0.917
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9568
0.0068
0.0193
0.0103
0.0067
0.0000
building
0.0321
0.9464
0.0194
0.0021
0.0000
0.0000
low_veg
0.0618
0.0122
0.7837
0.1422
0.0001
0.0000
tree
0.0282
0.0048
0.0928
0.8726
0.0004
0.0011
car
0.1767
0.0006
0.0001
0.0009
0.8217
0.0000
clutter
0.0000
0.0000
0.0000
0.0117
0.0000
0.9883
Precision/Correctness
0.882
0.974
0.856
0.850
0.876
0.985
Recall/Completeness
0.957
0.946
0.784
0.873
0.822
0.988
F1
0.918
0.960
0.818
0.861
0.848
0.987

Overall accuracy 0.890

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9802
0.0040
0.0084
0.0028
0.0047
0.0000
building
0.0240
0.9658
0.0100
0.0003
0.0000
0.0000
low_veg
0.0449
0.0055
0.8119
0.1376
0.0000
0.0000
tree
0.0132
0.0018
0.0763
0.9080
0.0002
0.0004
car
0.0654
0.0000
0.0000
0.0001
0.9344
0.0000
clutter
0.0000
0.0000
0.0000
0.0015
0.0000
0.9985
Precision/Correctness
0.922
0.988
0.892
0.870
0.902
0.995
Recall/Completeness
0.980
0.966
0.812
0.908
0.934
0.998
F1
0.950
0.977
0.850
0.889
0.918
0.997

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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9291
0.0489
0.0144
0.0045
0.0032
0.0000
building
0.0417
0.9513
0.0059
0.0011
0.0000
0.0000
low_veg
0.1333
0.0428
0.6258
0.1970
0.0012
0.0000
tree
0.0410
0.0206
0.0657
0.8725
0.0002
0.0000
car
0.2122
0.0080
0.0017
0.0019
0.7762
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.887
0.969
0.723
0.796
0.918
--
Recall/Completeness
0.929
0.951
0.626
0.873
0.776
--
F1
0.908
0.960
0.671
0.832
0.841
--

Overall accuracy 0.923

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
0.9592
0.0278
0.0105
0.0017
0.0007
0.0000
building
0.0302
0.9648
0.0047
0.0002
0.0000
0.0000
low_veg
0.0980
0.0141
0.6698
0.2174
0.0007
0.0000
tree
0.0165
0.0096
0.0565
0.9174
0.0000
0.0000
car
0.1086
0.0055
0.0000
0.0010
0.8849
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.920
0.984
0.761
0.822
0.976
--
Recall/Completeness
0.959
0.965
0.670
0.917
0.885
--
F1
0.939
0.975
0.712
0.867
0.928
--

Overall accuracy 0.948

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
0.9096
0.0532
0.0221
0.0103
0.0048
0.0000
building
0.0254
0.9656
0.0065
0.0024
0.0002
0.0000
low_veg
0.0831
0.0402
0.7318
0.1446
0.0003
0.0000
tree
0.0174
0.0046
0.0535
0.9243
0.0002
0.0000
car
0.1793
0.0238
0.0014
0.0012
0.7943
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.902
0.942
0.771
0.934
0.905
--
Recall/Completeness
0.910
0.966
0.732
0.924
0.794
--
F1
0.906
0.954
0.751
0.929
0.846
--

Overall accuracy 0.912

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
0.9428
0.0368
0.0150
0.0035
0.0018
0.0000
building
0.0168
0.9799
0.0029
0.0004
0.0000
0.0000
low_veg
0.0699
0.0255
0.7828
0.1218
0.0000
0.0000
tree
0.0083
0.0011
0.0418
0.9488
0.0001
0.0000
car
0.0848
0.0205
0.0013
0.0001
0.8932
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.936
0.965
0.816
0.956
0.958
--
Recall/Completeness
0.943
0.980
0.783
0.949
0.893
--
F1
0.939
0.972
0.799
0.953
0.924
--

Overall accuracy 0.941

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
0.8834
0.0308
0.0738
0.0082
0.0037
0.0000
building
0.0260
0.9546
0.0153
0.0041
0.0000
0.0000
low_veg
0.0321
0.0130
0.9177
0.0370
0.0002
0.0000
tree
0.0210
0.0063
0.0859
0.8868
0.0000
0.0000
car
0.1821
0.0009
0.0213
0.0076
0.7878
0.0004
clutter
--
--
--
--
--
--
Precision/Correctness
0.931
0.941
0.791
0.951
0.917
--
Recall/Completeness
0.883
0.955
0.918
0.887
0.788
--
F1
0.907
0.948
0.850
0.918
0.847
--

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9096
0.0251
0.0617
0.0020
0.0015
0.0000
building
0.0184
0.9732
0.0066
0.0018
0.0000
0.0000
low_veg
0.0188
0.0054
0.9489
0.0269
0.0000
0.0000
tree
0.0069
0.0027
0.0634
0.9269
0.0000
0.0000
car
0.0801
0.0001
0.0126
0.0058
0.9010
0.0005
clutter
--
--
--
--
--
--
Precision/Correctness
0.964
0.961
0.835
0.972
0.959
--
Recall/Completeness
0.910
0.973
0.949
0.927
0.901
--
F1
0.936
0.967
0.889
0.949
0.929
--

Overall accuracy 0.937

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
0.8207
0.0740
0.0783
0.0225
0.0044
0.0001
building
0.0219
0.9587
0.0078
0.0114
0.0003
0.0000
low_veg
0.0750
0.0184
0.7787
0.1278
0.0000
0.0000
tree
0.0126
0.0078
0.0711
0.9084
0.0000
0.0000
car
0.1410
0.0326
0.0001
0.0011
0.8252
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.933
0.873
0.749
0.848
0.771
--
Recall/Completeness
0.821
0.959
0.779
0.908
0.825
--
F1
0.873
0.914
0.764
0.877
0.797
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8513
0.0623
0.0734
0.0099
0.0029
0.0001
building
0.0184
0.9690
0.0037
0.0087
0.0002
0.0000
low_veg
0.0726
0.0065
0.8231
0.0978
0.0000
0.0000
tree
0.0052
0.0034
0.0528
0.9386
0.0000
0.0000
car
0.0627
0.0350
0.0000
0.0000
0.9022
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.948
0.900
0.778
0.893
0.804
--
Recall/Completeness
0.851
0.969
0.823
0.939
0.902
--
F1
0.897
0.933
0.800
0.915
0.851
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8801
0.0388
0.0463
0.0307
0.0041
0.0000
building
0.0182
0.9622
0.0139
0.0058
0.0000
0.0000
low_veg
0.0432
0.0196
0.7621
0.1731
0.0001
0.0019
tree
0.0102
0.0047
0.0820
0.9030
0.0000
0.0000
car
0.1005
0.0000
0.0000
0.0013
0.8982
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.860
0.934
0.848
0.857
0.878
--
Recall/Completeness
0.880
0.962
0.762
0.903
0.898
--
F1
0.870
0.948
0.803
0.879
0.888
--

Overall accuracy 0.870

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
0.9090
0.0367
0.0379
0.0158
0.0006
0.0000
building
0.0158
0.9763
0.0063
0.0016
0.0000
0.0000
low_veg
0.0398
0.0125
0.7962
0.1495
0.0000
0.0021
tree
0.0056
0.0013
0.0651
0.9280
0.0000
0.0000
car
0.0249
0.0000
0.0000
0.0000
0.9751
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.887
0.954
0.880
0.885
0.976
--
Recall/Completeness
0.909
0.976
0.796
0.928
0.975
--
F1
0.898
0.965
0.836
0.906
0.976
--

Overall accuracy 0.897

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7945
0.0439
0.1198
0.0344
0.0074
0.0000
building
0.0041
0.9731
0.0175
0.0054
0.0000
0.0000
low_veg
0.0458
0.0447
0.7599
0.1487
0.0003
0.0005
tree
0.0223
0.0110
0.0998
0.8669
0.0000
0.0000
car
0.1071
0.0000
0.0000
0.0017
0.8913
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.901
0.872
0.751
0.862
0.570
--
Recall/Completeness
0.795
0.973
0.760
0.867
0.891
--
F1
0.844
0.920
0.756
0.864
0.695
--

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_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8127
0.0407
0.1169
0.0232
0.0065
0.0000
building
0.0017
0.9899
0.0069
0.0015
0.0000
0.0000
low_veg
0.0411
0.0322
0.7891
0.1368
0.0003
0.0005
tree
0.0153
0.0049
0.0859
0.8939
0.0000
0.0000
car
0.0209
0.0000
0.0000
0.0000
0.9791
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.923
0.900
0.773
0.884
0.549
--
Recall/Completeness
0.813
0.990
0.789
0.894
0.979
--
F1
0.865
0.943
0.781
0.889
0.703
--

Overall accuracy 0.866

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8447
0.0373
0.0614
0.0530
0.0036
0.0000
building
0.0119
0.9631
0.0158
0.0092
0.0000
0.0000
low_veg
0.0138
0.0109
0.8504
0.1237
0.0001
0.0012
tree
0.0231
0.0067
0.0855
0.8847
0.0000
0.0000
car
0.1031
0.0025
0.0009
0.0050
0.8885
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.898
0.937
0.852
0.875
0.775
--
Recall/Completeness
0.845
0.963
0.850
0.885
0.888
--
F1
0.870
0.950
0.851
0.880
0.828
--

Overall accuracy 0.882

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8795
0.0327
0.0534
0.0329
0.0015
0.0000
building
0.0081
0.9838
0.0052
0.0029
0.0000
0.0000
low_veg
0.0099
0.0046
0.8765
0.1076
0.0000
0.0013
tree
0.0162
0.0030
0.0712
0.9096
0.0000
0.0000
car
0.0457
0.0000
0.0000
0.0012
0.9530
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.927
0.960
0.881
0.899
0.866
--
Recall/Completeness
0.879
0.984
0.877
0.910
0.953
--
F1
0.903
0.972
0.879
0.904
0.907
--

Overall accuracy 0.909

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
0.8856
0.0214
0.0410
0.0465
0.0054
0.0000
building
0.0148
0.9706
0.0079
0.0067
0.0000
0.0000
low_veg
0.0587
0.0165
0.7552
0.1695
0.0000
0.0000
tree
0.0085
0.0011
0.0442
0.9462
0.0000
0.0000
car
0.0722
0.0020
0.0166
0.0107
0.8985
0.0000
clutter
0.8740
0.1244
0.0015
0.0001
0.0000
0.0000
Precision/Correctness
0.812
0.933
0.840
0.900
0.771
-nan
Recall/Completeness
0.886
0.971
0.755
0.946
0.899
0.000
F1
0.847
0.952
0.795
0.922
0.830
-nan

Overall accuracy 0.875

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
0.9161
0.0161
0.0371
0.0278
0.0029
0.0000
building
0.0118
0.9843
0.0023
0.0016
0.0000
0.0000
low_veg
0.0518
0.0076
0.8017
0.1390
0.0000
0.0000
tree
0.0036
0.0001
0.0333
0.9630
0.0000
0.0000
car
0.0173
0.0007
0.0041
0.0047
0.9732
0.0000
clutter
0.8736
0.1259
0.0005
0.0000
0.0000
0.0000
Precision/Correctness
0.830
0.952
0.872
0.927
0.831
-nan
Recall/Completeness
0.916
0.984
0.802
0.963
0.973
0.000
F1
0.871
0.968
0.835
0.945
0.897
-nan

Overall accuracy 0.900

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
0.8939
0.0274
0.0405
0.0315
0.0068
0.0000
building
0.0142
0.9680
0.0120
0.0056
0.0001
0.0000
low_veg
0.0812
0.0307
0.7580
0.1295
0.0005
0.0000
tree
0.0194
0.0031
0.0562
0.9211
0.0002
0.0000
car
0.1704
0.0004
0.0045
0.0087
0.8159
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.915
0.916
0.830
0.877
0.792
--
Recall/Completeness
0.894
0.968
0.758
0.921
0.816
--
F1
0.904
0.941
0.792
0.898
0.804
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9256
0.0214
0.0335
0.0154
0.0041
0.0000
building
0.0090
0.9848
0.0047
0.0015
0.0000
0.0000
low_veg
0.0778
0.0197
0.8028
0.0993
0.0004
0.0000
tree
0.0078
0.0006
0.0397
0.9518
0.0001
0.0000
car
0.0857
0.0000
0.0021
0.0019
0.9103
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.938
0.942
0.871
0.917
0.839
--
Recall/Completeness
0.926
0.985
0.803
0.952
0.910
--
F1
0.932
0.963
0.836
0.934
0.873
--

Overall accuracy 0.920

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8259
0.0371
0.0889
0.0407
0.0074
0.0000
building
0.0514
0.8947
0.0336
0.0203
0.0000
0.0000
low_veg
0.0261
0.0212
0.8565
0.0959
0.0003
0.0000
tree
0.0145
0.0077
0.1163
0.8614
0.0000
0.0000
car
0.1078
0.0000
0.0010
0.0021
0.8892
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.831
0.913
0.878
0.816
0.738
--
Recall/Completeness
0.826
0.895
0.856
0.861
0.889
--
F1
0.828
0.904
0.867
0.838
0.806
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8579
0.0265
0.0829
0.0279
0.0048
0.0000
building
0.0488
0.9050
0.0291
0.0171
0.0000
0.0000
low_veg
0.0227
0.0162
0.8773
0.0835
0.0002
0.0000
tree
0.0080
0.0036
0.0962
0.8922
0.0000
0.0000
car
0.0539
0.0000
0.0000
0.0002
0.9458
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.854
0.938
0.898
0.841
0.766
--
Recall/Completeness
0.858
0.905
0.877
0.892
0.946
--
F1
0.856
0.921
0.888
0.866
0.847
--

Overall accuracy 0.884

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
0.9407
0.0242
0.0204
0.0066
0.0081
0.0000
building
0.0490
0.9355
0.0124
0.0031
0.0001
0.0000
low_veg
0.0777
0.0271
0.7241
0.1707
0.0004
0.0000
tree
0.0102
0.0062
0.0424
0.9409
0.0003
0.0000
car
0.1628
0.0023
0.0040
0.0052
0.8257
0.0000
clutter
0.5326
0.1671
0.1643
0.0045
0.1315
0.0000
Precision/Correctness
0.883
0.958
0.901
0.720
0.898
-nan
Recall/Completeness
0.941
0.935
0.724
0.941
0.826
0.000
F1
0.911
0.947
0.803
0.815
0.860
-nan

Overall accuracy 0.890

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9684
0.0138
0.0133
0.0025
0.0020
0.0000
building
0.0391
0.9527
0.0074
0.0009
0.0000
0.0000
low_veg
0.0623
0.0138
0.7668
0.1568
0.0003
0.0000
tree
0.0033
0.0020
0.0275
0.9671
0.0000
0.0000
car
0.0676
0.0003
0.0025
0.0039
0.9256
0.0000
clutter
0.5493
0.1671
0.1451
0.0019
0.1366
0.0000
Precision/Correctness
0.914
0.979
0.936
0.754
0.959
-nan
Recall/Completeness
0.968
0.953
0.767
0.967
0.926
0.000
F1
0.940
0.966
0.843
0.847
0.942
-nan

Overall accuracy 0.921

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9462
0.0147
0.0192
0.0128
0.0069
0.0002
building
0.0161
0.9701
0.0075
0.0063
0.0000
0.0000
low_veg
0.0721
0.0188
0.6343
0.2745
0.0004
0.0000
tree
0.0054
0.0017
0.0214
0.9715
0.0000
0.0000
car
0.1780
0.0022
0.0008
0.0079
0.8110
0.0000
clutter
0.5447
0.2716
0.0052
0.0165
0.0960
0.0659
Precision/Correctness
0.921
0.938
0.881
0.688
0.651
0.956
Recall/Completeness
0.946
0.970
0.634
0.972
0.811
0.066
F1
0.934
0.954
0.738
0.805
0.722
0.123

Overall accuracy 0.881

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9681
0.0081
0.0129
0.0055
0.0052
0.0002
building
0.0102
0.9837
0.0035
0.0026
0.0000
0.0000
low_veg
0.0530
0.0069
0.6789
0.2609
0.0002
0.0000
tree
0.0014
0.0002
0.0147
0.9838
0.0000
0.0000
car
0.1021
0.0004
0.0005
0.0046
0.8924
0.0000
clutter
0.5330
0.2765
0.0030
0.0071
0.1060
0.0743
Precision/Correctness
0.942
0.959
0.919
0.728
0.640
0.965
Recall/Completeness
0.968
0.984
0.679
0.984
0.892
0.074
F1
0.955
0.971
0.781
0.837
0.746
0.138

Overall accuracy 0.909

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
0.9758
0.0073
0.0057
0.0040
0.0054
0.0017
building
0.0245
0.9624
0.0058
0.0020
0.0018
0.0034
low_veg
0.0387
0.0029
0.9359
0.0217
0.0005
0.0003
tree
0.0322
0.0036
0.0896
0.8739
0.0007
0.0001
car
0.1284
0.1265
0.0018
0.0020
0.7315
0.0098
clutter
0.3908
0.1206
0.0130
0.0135
0.0348
0.4273
Precision/Correctness
0.918
0.956
0.906
0.944
0.870
0.876
Recall/Completeness
0.976
0.962
0.936
0.874
0.731
0.427
F1
0.946
0.959
0.921
0.908
0.795
0.574

Overall accuracy 0.927

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
0.9882
0.0050
0.0033
0.0008
0.0021
0.0006
building
0.0138
0.9808
0.0009
0.0002
0.0015
0.0028
low_veg
0.0231
0.0012
0.9601
0.0156
0.0001
0.0000
tree
0.0088
0.0008
0.0701
0.9202
0.0001
0.0000
car
0.0593
0.1448
0.0001
0.0002
0.7838
0.0117
clutter
0.3483
0.1318
0.0076
0.0063
0.0351
0.4709
Precision/Correctness
0.949
0.965
0.938
0.972
0.906
0.911
Recall/Completeness
0.988
0.981
0.960
0.920
0.784
0.471
F1
0.968
0.973
0.949
0.945
0.841
0.621

Overall accuracy 0.953

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
0.9823
0.0040
0.0058
0.0033
0.0021
0.0024
building
0.0263
0.9405
0.0281
0.0037
0.0000
0.0015
low_veg
0.0561
0.0076
0.9128
0.0235
0.0000
0.0000
tree
0.0395
0.0039
0.1504
0.8061
0.0000
0.0000
car
0.1913
0.0015
0.0098
0.0012
0.7917
0.0045
clutter
0.3938
0.0397
0.0050
0.0001
0.0193
0.5421
Precision/Correctness
0.896
0.981
0.841
0.934
0.845
0.954
Recall/Completeness
0.982
0.940
0.913
0.806
0.792
0.542
F1
0.937
0.960
0.876
0.865
0.817
0.691

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_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9944
0.0015
0.0018
0.0011
0.0009
0.0002
building
0.0182
0.9542
0.0242
0.0022
0.0000
0.0013
low_veg
0.0280
0.0021
0.9498
0.0201
0.0000
0.0000
tree
0.0161
0.0004
0.1368
0.8467
0.0000
0.0000
car
0.1129
0.0000
0.0072
0.0000
0.8749
0.0050
clutter
0.3669
0.0364
0.0029
0.0000
0.0206
0.5732
Precision/Correctness
0.926
0.990
0.866
0.955
0.862
0.983
Recall/Completeness
0.994
0.954
0.950
0.847
0.875
0.573
F1
0.959
0.972
0.906
0.898
0.869
0.724

Overall accuracy 0.938

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
0.8602
0.0391
0.0809
0.0189
0.0009
0.0000
building
0.0323
0.9420
0.0211
0.0043
0.0003
0.0000
low_veg
0.0275
0.0097
0.7470
0.2157
0.0001
0.0000
tree
0.0283
0.0058
0.0941
0.8717
0.0001
0.0000
car
0.2010
0.0002
0.0000
0.0044
0.7945
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.902
0.949
0.794
0.774
0.944
--
Recall/Completeness
0.860
0.942
0.747
0.872
0.794
--
F1
0.880
0.945
0.770
0.820
0.863
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9012
0.0355
0.0585
0.0047
0.0000
0.0000
building
0.0244
0.9661
0.0087
0.0005
0.0003
0.0000
low_veg
0.0164
0.0037
0.7707
0.2092
0.0000
0.0000
tree
0.0094
0.0020
0.0673
0.9212
0.0000
0.0000
car
0.0933
0.0000
0.0000
0.0008
0.9058
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.942
0.964
0.854
0.800
0.981
--
Recall/Completeness
0.901
0.966
0.771
0.921
0.906
--
F1
0.921
0.965
0.810
0.856
0.942
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9064
0.0336
0.0436
0.0128
0.0035
0.0001
building
0.0149
0.9541
0.0250
0.0048
0.0012
0.0000
low_veg
0.0253
0.0088
0.9016
0.0640
0.0003
0.0000
tree
0.0213
0.0037
0.1101
0.8647
0.0001
0.0000
car
0.1360
0.0328
0.0315
0.0027
0.7960
0.0009
clutter
--
--
--
--
--
--
Precision/Correctness
0.937
0.951
0.864
0.882
0.851
--
Recall/Completeness
0.906
0.954
0.902
0.865
0.796
--
F1
0.921
0.952
0.882
0.873
0.823
--

Overall accuracy 0.908

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
0.9336
0.0312
0.0296
0.0042
0.0015
0.0001
building
0.0085
0.9770
0.0114
0.0021
0.0009
0.0000
low_veg
0.0121
0.0038
0.9346
0.0493
0.0001
0.0000
tree
0.0078
0.0009
0.0836
0.9077
0.0001
0.0000
car
0.0582
0.0381
0.0251
0.0002
0.8773
0.0011
clutter
--
--
--
--
--
--
Precision/Correctness
0.971
0.963
0.905
0.918
0.904
--
Recall/Completeness
0.934
0.977
0.935
0.908
0.877
--
F1
0.952
0.970
0.920
0.913
0.890
--

Overall accuracy 0.940

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

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