Detailled semantic labeling (2D) result


Name D. Tran and T. Bui
Affiliation University​ ​of​ ​Engineering​ ​and​ ​Technology, Vietnam
Abbreviation VNU1
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
0.887
0.036
0.054
0.018
0.005
0.000
building
0.079
0.886
0.028
0.006
0.001
0.000
low_veg
0.065
0.025
0.746
0.163
0.001
0.000
tree
0.020
0.005
0.099
0.876
0.000
0.000
car
0.347
0.029
0.010
0.006
0.608
0.000
clutter
0.520
0.182
0.013
0.014
0.077
0.194
Precision/Correctness
0.837
0.925
0.782
0.825
0.761
0.988
Recall/Completeness
0.887
0.886
0.746
0.876
0.608
0.194
F1
0.861
0.905
0.764
0.850
0.676
0.324

Overall accuracy 0.844

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
0.916
0.028
0.044
0.009
0.003
0.000
building
0.069
0.906
0.021
0.003
0.001
0.000
low_veg
0.053
0.016
0.783
0.148
0.001
0.000
tree
0.010
0.002
0.081
0.907
0.000
0.000
car
0.254
0.032
0.006
0.003
0.705
0.000
clutter
0.497
0.187
0.009
0.007
0.081
0.219
Precision/Correctness
0.868
0.948
0.820
0.855
0.792
0.993
Recall/Completeness
0.916
0.906
0.783
0.907
0.705
0.219
F1
0.892
0.926
0.801
0.880
0.746
0.358

Overall accuracy 0.875
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9219
0.0135
0.0446
0.0140
0.0059
0.0000
building
0.0550
0.9194
0.0218
0.0033
0.0004
0.0000
low_veg
0.0931
0.0341
0.6856
0.1867
0.0005
0.0000
tree
0.0258
0.0122
0.0978
0.8636
0.0001
0.0005
car
0.3385
0.0033
0.0023
0.0043
0.6515
0.0002
clutter
0.0167
0.0037
0.0000
0.0531
0.0000
0.9265
Precision/Correctness
0.830
0.934
0.806
0.807
0.855
0.993
Recall/Completeness
0.922
0.919
0.686
0.864
0.652
0.926
F1
0.873
0.927
0.741
0.834
0.739
0.959

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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9513
0.0086
0.0314
0.0047
0.0040
0.0000
building
0.0453
0.9387
0.0146
0.0010
0.0005
0.0000
low_veg
0.0771
0.0236
0.7175
0.1812
0.0005
0.0000
tree
0.0127
0.0082
0.0851
0.8938
0.0000
0.0002
car
0.2180
0.0028
0.0006
0.0028
0.7756
0.0002
clutter
0.0173
0.0038
0.0000
0.0283
0.0000
0.9506
Precision/Correctness
0.869
0.957
0.841
0.831
0.885
0.997
Recall/Completeness
0.951
0.939
0.718
0.894
0.776
0.951
F1
0.908
0.948
0.775
0.861
0.827
0.973

Overall accuracy 0.876

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
0.9178
0.0607
0.0128
0.0038
0.0048
0.0000
building
0.1044
0.8827
0.0094
0.0024
0.0011
0.0000
low_veg
0.2400
0.0573
0.4191
0.2825
0.0011
0.0000
tree
0.0529
0.0047
0.1052
0.8365
0.0008
0.0000
car
0.4346
0.0149
0.0003
0.0029
0.5474
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.774
0.960
0.570
0.727
0.791
--
Recall/Completeness
0.918
0.883
0.419
0.836
0.547
--
F1
0.840
0.920
0.483
0.778
0.647
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9490
0.0373
0.0094
0.0012
0.0031
0.0000
building
0.0900
0.8998
0.0079
0.0013
0.0011
0.0000
low_veg
0.1976
0.0319
0.4536
0.3161
0.0009
0.0000
tree
0.0235
0.0011
0.0940
0.8811
0.0002
0.0000
car
0.3456
0.0098
0.0004
0.0012
0.6430
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.804
0.978
0.608
0.751
0.821
--
Recall/Completeness
0.949
0.900
0.454
0.881
0.643
--
F1
0.871
0.937
0.519
0.811
0.721
--

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_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8823
0.0409
0.0596
0.0124
0.0048
0.0001
building
0.1024
0.8698
0.0225
0.0043
0.0009
0.0000
low_veg
0.0771
0.0216
0.7051
0.1953
0.0009
0.0000
tree
0.0147
0.0018
0.0795
0.9038
0.0002
0.0000
car
0.4015
0.0218
0.0218
0.0049
0.5498
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.810
0.955
0.621
0.911
0.844
--
Recall/Completeness
0.882
0.870
0.705
0.904
0.550
--
F1
0.844
0.910
0.660
0.907
0.666
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9193
0.0259
0.0479
0.0045
0.0023
0.0001
building
0.0903
0.8921
0.0155
0.0014
0.0007
0.0000
low_veg
0.0616
0.0108
0.7442
0.1826
0.0008
0.0000
tree
0.0067
0.0004
0.0636
0.9292
0.0001
0.0000
car
0.3060
0.0145
0.0203
0.0019
0.6571
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.843
0.975
0.665
0.934
0.897
--
Recall/Completeness
0.919
0.892
0.744
0.929
0.657
--
F1
0.879
0.932
0.703
0.932
0.758
--

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_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8739
0.0240
0.0862
0.0118
0.0041
0.0000
building
0.0634
0.9066
0.0242
0.0047
0.0011
0.0000
low_veg
0.0588
0.0128
0.8255
0.1020
0.0009
0.0000
tree
0.0247
0.0040
0.0829
0.8881
0.0003
0.0000
car
0.3647
0.0037
0.0140
0.0035
0.6140
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.877
0.950
0.755
0.895
0.855
--
Recall/Completeness
0.874
0.907
0.825
0.888
0.614
--
F1
0.876
0.928
0.789
0.892
0.715
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9048
0.0167
0.0727
0.0040
0.0019
0.0000
building
0.0518
0.9292
0.0157
0.0023
0.0010
0.0000
low_veg
0.0417
0.0055
0.8613
0.0911
0.0004
0.0000
tree
0.0119
0.0015
0.0604
0.9261
0.0001
0.0000
car
0.2649
0.0033
0.0098
0.0013
0.7206
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.914
0.971
0.803
0.919
0.910
--
Recall/Completeness
0.905
0.929
0.861
0.926
0.721
--
F1
0.909
0.950
0.831
0.923
0.804
--

Overall accuracy 0.905

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
0.8326
0.0746
0.0666
0.0233
0.0028
0.0001
building
0.0657
0.8991
0.0227
0.0121
0.0003
0.0000
low_veg
0.0859
0.0329
0.7018
0.1787
0.0007
0.0000
tree
0.0149
0.0068
0.0897
0.8885
0.0001
0.0000
car
0.3263
0.0743
0.0082
0.0015
0.5897
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.897
0.856
0.717
0.809
0.764
--
Recall/Completeness
0.833
0.899
0.702
0.888
0.590
--
F1
0.863
0.877
0.709
0.847
0.666
--

Overall accuracy 0.835

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
0.8650
0.0637
0.0578
0.0116
0.0018
0.0001
building
0.0542
0.9200
0.0169
0.0086
0.0003
0.0000
low_veg
0.0836
0.0211
0.7394
0.1551
0.0007
0.0000
tree
0.0066
0.0034
0.0680
0.9219
0.0000
0.0000
car
0.2374
0.0797
0.0021
0.0007
0.6799
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.918
0.884
0.758
0.849
0.800
--
Recall/Completeness
0.865
0.920
0.739
0.922
0.680
--
F1
0.891
0.902
0.749
0.884
0.735
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8601
0.0413
0.0604
0.0338
0.0044
0.0000
building
0.0918
0.8864
0.0146
0.0072
0.0000
0.0000
low_veg
0.0354
0.0410
0.7154
0.2076
0.0006
0.0000
tree
0.0083
0.0080
0.1031
0.8805
0.0000
0.0000
car
0.2224
0.0026
0.0053
0.0020
0.7677
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.792
0.891
0.807
0.831
0.824
--
Recall/Completeness
0.860
0.886
0.715
0.881
0.768
--
F1
0.825
0.889
0.758
0.855
0.795
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8909
0.0377
0.0512
0.0185
0.0017
0.0000
building
0.0934
0.8957
0.0084
0.0025
0.0000
0.0000
low_veg
0.0323
0.0274
0.7541
0.1856
0.0006
0.0000
tree
0.0037
0.0027
0.0866
0.9070
0.0000
0.0000
car
0.1228
0.0008
0.0011
0.0000
0.8753
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.814
0.925
0.839
0.858
0.887
--
Recall/Completeness
0.891
0.896
0.754
0.907
0.875
--
F1
0.851
0.910
0.794
0.882
0.881
--

Overall accuracy 0.859

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
0.8261
0.0316
0.0990
0.0390
0.0043
0.0000
building
0.0493
0.9084
0.0329
0.0093
0.0001
0.0000
low_veg
0.0763
0.0441
0.6798
0.1986
0.0013
0.0000
tree
0.0238
0.0091
0.1159
0.8511
0.0001
0.0000
car
0.1740
0.0000
0.0031
0.0011
0.8217
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.839
0.881
0.720
0.824
0.621
--
Recall/Completeness
0.826
0.908
0.680
0.851
0.822
--
F1
0.832
0.895
0.699
0.837
0.707
--

Overall accuracy 0.812

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
0.8471
0.0271
0.0950
0.0273
0.0035
0.0000
building
0.0417
0.9314
0.0218
0.0051
0.0001
0.0000
low_veg
0.0697
0.0297
0.7123
0.1869
0.0013
0.0000
tree
0.0152
0.0042
0.1054
0.8751
0.0000
0.0000
car
0.0696
0.0000
0.0000
0.0000
0.9304
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.869
0.915
0.742
0.846
0.612
--
Recall/Completeness
0.847
0.931
0.712
0.875
0.930
--
F1
0.858
0.923
0.727
0.860
0.738
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7964
0.0350
0.1123
0.0525
0.0037
0.0000
building
0.0391
0.9155
0.0344
0.0109
0.0001
0.0000
low_veg
0.0183
0.0235
0.8193
0.1372
0.0016
0.0000
tree
0.0225
0.0050
0.1171
0.8554
0.0001
0.0000
car
0.1432
0.0059
0.0391
0.0098
0.8020
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.855
0.920
0.785
0.861
0.621
--
Recall/Completeness
0.796
0.915
0.819
0.855
0.802
--
F1
0.824
0.918
0.802
0.858
0.700
--

Overall accuracy 0.846

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
0.8337
0.0286
0.1024
0.0332
0.0020
0.0000
building
0.0354
0.9355
0.0240
0.0051
0.0000
0.0000
low_veg
0.0147
0.0155
0.8450
0.1230
0.0017
0.0000
tree
0.0155
0.0016
0.1017
0.8811
0.0001
0.0000
car
0.0806
0.0011
0.0241
0.0025
0.8917
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.884
0.946
0.814
0.884
0.629
--
Recall/Completeness
0.834
0.935
0.845
0.881
0.892
--
F1
0.858
0.941
0.829
0.883
0.738
--

Overall accuracy 0.873

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8251
0.0560
0.0710
0.0449
0.0030
0.0000
building
0.0147
0.9590
0.0195
0.0069
0.0000
0.0000
low_veg
0.0616
0.0276
0.7222
0.1880
0.0006
0.0000
tree
0.0079
0.0026
0.0528
0.9367
0.0000
0.0000
car
0.1510
0.0082
0.0200
0.0200
0.8008
0.0000
clutter
0.8552
0.1439
0.0003
0.0006
0.0000
0.0000
Precision/Correctness
0.801
0.879
0.781
0.892
0.818
-nan
Recall/Completeness
0.825
0.959
0.722
0.937
0.801
0.000
F1
0.813
0.917
0.750
0.914
0.809
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8569
0.0491
0.0661
0.0265
0.0013
0.0000
building
0.0120
0.9727
0.0122
0.0031
0.0000
0.0000
low_veg
0.0552
0.0162
0.7669
0.1611
0.0006
0.0000
tree
0.0036
0.0006
0.0403
0.9555
0.0000
0.0000
car
0.0760
0.0041
0.0086
0.0088
0.9026
0.0000
clutter
0.8550
0.1449
0.0000
0.0000
0.0000
0.0000
Precision/Correctness
0.819
0.904
0.815
0.918
0.875
-nan
Recall/Completeness
0.857
0.973
0.767
0.956
0.903
0.000
F1
0.837
0.937
0.790
0.936
0.888
-nan

Overall accuracy 0.877

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
0.8786
0.0291
0.0514
0.0360
0.0050
0.0000
building
0.0595
0.9160
0.0158
0.0077
0.0009
0.0000
low_veg
0.0771
0.0420
0.6965
0.1833
0.0012
0.0000
tree
0.0208
0.0041
0.0642
0.9108
0.0001
0.0000
car
0.3877
0.0019
0.0163
0.0120
0.5820
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.885
0.896
0.788
0.840
0.760
--
Recall/Completeness
0.879
0.916
0.696
0.911
0.582
--
F1
0.882
0.906
0.739
0.874
0.659
--

Overall accuracy 0.854

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9123
0.0208
0.0445
0.0194
0.0030
0.0000
building
0.0515
0.9348
0.0090
0.0038
0.0009
0.0000
low_veg
0.0714
0.0266
0.7452
0.1556
0.0011
0.0000
tree
0.0088
0.0012
0.0478
0.9421
0.0000
0.0000
car
0.3077
0.0007
0.0109
0.0039
0.6768
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.913
0.932
0.830
0.878
0.802
--
Recall/Completeness
0.912
0.935
0.745
0.942
0.677
--
F1
0.912
0.934
0.785
0.909
0.734
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8032
0.0507
0.1004
0.0390
0.0068
0.0000
building
0.0740
0.8634
0.0459
0.0166
0.0002
0.0000
low_veg
0.0318
0.0184
0.8587
0.0907
0.0004
0.0000
tree
0.0163
0.0074
0.1439
0.8323
0.0000
0.0000
car
0.2122
0.0314
0.0006
0.0100
0.7457
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.785
0.906
0.855
0.821
0.705
--
Recall/Completeness
0.803
0.863
0.859
0.832
0.746
--
F1
0.794
0.884
0.857
0.827
0.725
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8385
0.0395
0.0908
0.0271
0.0041
0.0000
building
0.0711
0.8752
0.0396
0.0139
0.0002
0.0000
low_veg
0.0283
0.0129
0.8811
0.0772
0.0004
0.0000
tree
0.0105
0.0032
0.1252
0.8611
0.0000
0.0000
car
0.1291
0.0327
0.0000
0.0051
0.8331
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.809
0.933
0.877
0.847
0.742
--
Recall/Completeness
0.838
0.875
0.881
0.861
0.833
--
F1
0.823
0.903
0.879
0.854
0.785
--

Overall accuracy 0.869

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
0.9207
0.0266
0.0363
0.0076
0.0087
0.0000
building
0.1348
0.8344
0.0252
0.0047
0.0008
0.0000
low_veg
0.0924
0.0225
0.6540
0.2303
0.0008
0.0000
tree
0.0127
0.0032
0.0653
0.9187
0.0001
0.0000
car
0.3644
0.0107
0.0079
0.0068
0.6103
0.0000
clutter
0.6246
0.1410
0.1717
0.0037
0.0590
0.0000
Precision/Correctness
0.786
0.954
0.822
0.651
0.854
-nan
Recall/Completeness
0.921
0.834
0.654
0.919
0.610
0.000
F1
0.848
0.890
0.729
0.762
0.712
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9476
0.0180
0.0277
0.0033
0.0034
0.0000
building
0.1223
0.8567
0.0179
0.0023
0.0007
0.0000
low_veg
0.0747
0.0114
0.6901
0.2232
0.0006
0.0000
tree
0.0053
0.0011
0.0484
0.9452
0.0000
0.0000
car
0.2699
0.0088
0.0051
0.0054
0.7109
0.0000
clutter
0.6399
0.1232
0.1590
0.0013
0.0766
0.0000
Precision/Correctness
0.818
0.974
0.864
0.676
0.916
-nan
Recall/Completeness
0.948
0.857
0.690
0.945
0.711
0.000
F1
0.878
0.911
0.767
0.788
0.800
-nan

Overall accuracy 0.857

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
0.9250
0.0313
0.0262
0.0130
0.0046
0.0000
building
0.0663
0.9129
0.0132
0.0072
0.0005
0.0000
low_veg
0.0925
0.0302
0.5889
0.2873
0.0010
0.0000
tree
0.0055
0.0016
0.0374
0.9554
0.0000
0.0000
car
0.3083
0.0130
0.0014
0.0089
0.6684
0.0000
clutter
0.5291
0.3590
0.0349
0.0126
0.0644
0.0000
Precision/Correctness
0.883
0.896
0.815
0.675
0.683
0.000
Recall/Completeness
0.925
0.913
0.589
0.955
0.668
0.000
F1
0.903
0.904
0.684
0.791
0.676
-nan

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9480
0.0240
0.0193
0.0058
0.0029
0.0000
building
0.0591
0.9274
0.0088
0.0042
0.0005
0.0000
low_veg
0.0675
0.0168
0.6360
0.2788
0.0008
0.0000
tree
0.0017
0.0005
0.0291
0.9687
0.0000
0.0000
car
0.2152
0.0143
0.0003
0.0058
0.7644
0.0000
clutter
0.5185
0.3802
0.0277
0.0053
0.0683
0.0000
Precision/Correctness
0.906
0.919
0.856
0.710
0.700
0.000
Recall/Completeness
0.948
0.927
0.636
0.969
0.764
0.000
F1
0.927
0.923
0.730
0.820
0.731
-nan

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9636
0.0133
0.0120
0.0044
0.0066
0.0000
building
0.0984
0.8843
0.0118
0.0023
0.0032
0.0000
low_veg
0.0928
0.0069
0.8407
0.0588
0.0008
0.0000
tree
0.0429
0.0035
0.0816
0.8706
0.0013
0.0000
car
0.3200
0.1107
0.0043
0.0038
0.5610
0.0002
clutter
0.5683
0.2166
0.0112
0.0137
0.1042
0.0860
Precision/Correctness
0.830
0.932
0.876
0.894
0.736
0.996
Recall/Completeness
0.964
0.884
0.841
0.871
0.561
0.086
F1
0.892
0.907
0.858
0.882
0.637
0.158

Overall accuracy 0.869

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
0.9767
0.0099
0.0091
0.0010
0.0033
0.0000
building
0.0849
0.9053
0.0064
0.0005
0.0029
0.0000
low_veg
0.0655
0.0044
0.8805
0.0490
0.0005
0.0000
tree
0.0169
0.0014
0.0663
0.9150
0.0005
0.0000
car
0.2397
0.1313
0.0017
0.0007
0.6265
0.0001
clutter
0.5244
0.2418
0.0089
0.0058
0.1159
0.1032
Precision/Correctness
0.866
0.944
0.911
0.925
0.758
0.999
Recall/Completeness
0.977
0.905
0.880
0.915
0.626
0.103
F1
0.918
0.924
0.895
0.920
0.686
0.187

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9439
0.0355
0.0142
0.0038
0.0024
0.0002
building
0.0852
0.8083
0.0974
0.0046
0.0044
0.0001
low_veg
0.0885
0.0238
0.8008
0.0857
0.0012
0.0000
tree
0.0519
0.0024
0.1057
0.8400
0.0001
0.0000
car
0.3979
0.0114
0.0078
0.0010
0.5820
0.0000
clutter
0.5758
0.1618
0.0009
0.0004
0.1519
0.1092
Precision/Correctness
0.820
0.898
0.733
0.846
0.413
0.984
Recall/Completeness
0.944
0.808
0.801
0.840
0.582
0.109
F1
0.877
0.851
0.765
0.843
0.483
0.197

Overall accuracy 0.822

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
0.9593
0.0299
0.0087
0.0011
0.0009
0.0000
building
0.0763
0.8219
0.0956
0.0021
0.0041
0.0001
low_veg
0.0597
0.0169
0.8386
0.0838
0.0010
0.0000
tree
0.0268
0.0005
0.0941
0.8785
0.0000
0.0000
car
0.3041
0.0050
0.0047
0.0000
0.6862
0.0000
clutter
0.5454
0.1681
0.0002
0.0000
0.1630
0.1233
Precision/Correctness
0.850
0.916
0.752
0.868
0.408
0.993
Recall/Completeness
0.959
0.822
0.839
0.878
0.686
0.123
F1
0.902
0.867
0.793
0.873
0.512
0.219

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8250
0.0461
0.1038
0.0232
0.0019
0.0000
building
0.0736
0.8903
0.0293
0.0060
0.0008
0.0000
low_veg
0.0477
0.0145
0.6953
0.2424
0.0002
0.0000
tree
0.0281
0.0033
0.1359
0.8326
0.0001
0.0000
car
0.4140
0.0083
0.0202
0.0118
0.5457
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.834
0.937
0.724
0.742
0.846
--
Recall/Completeness
0.825
0.890
0.695
0.833
0.546
--
F1
0.830
0.913
0.709
0.785
0.663
--

Overall accuracy 0.810

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
0.8753
0.0411
0.0746
0.0078
0.0012
0.0000
building
0.0607
0.9204
0.0167
0.0015
0.0007
0.0000
low_veg
0.0350
0.0063
0.7216
0.2369
0.0002
0.0000
tree
0.0098
0.0009
0.1034
0.8858
0.0001
0.0000
car
0.3099
0.0100
0.0162
0.0050
0.6590
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.879
0.956
0.791
0.770
0.874
--
Recall/Completeness
0.875
0.920
0.722
0.886
0.659
--
F1
0.877
0.938
0.754
0.824
0.751
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8853
0.0277
0.0689
0.0144
0.0036
0.0000
building
0.0512
0.8893
0.0523
0.0060
0.0013
0.0000
low_veg
0.0598
0.0138
0.8238
0.1020
0.0006
0.0000
tree
0.0194
0.0024
0.1367
0.8413
0.0002
0.0000
car
0.3449
0.0198
0.0274
0.0084
0.5994
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.866
0.950
0.797
0.828
0.796
--
Recall/Completeness
0.885
0.889
0.824
0.841
0.599
--
F1
0.875
0.918
0.810
0.835
0.684
--

Overall accuracy 0.858

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
0.9197
0.0236
0.0498
0.0049
0.0020
0.0000
building
0.0427
0.9160
0.0376
0.0027
0.0011
0.0000
low_veg
0.0449
0.0072
0.8608
0.0867
0.0004
0.0000
tree
0.0071
0.0007
0.1109
0.8811
0.0001
0.0000
car
0.2544
0.0193
0.0162
0.0032
0.7067
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.902
0.966
0.843
0.865
0.839
--
Recall/Completeness
0.920
0.916
0.861
0.881
0.707
--
F1
0.911
0.940
0.852
0.873
0.767
--

Overall accuracy 0.894

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image