Detailled semantic labeling (2D) result


Name E. Maggiori et al.
Affiliation INRIA, France
Abbreviation INR
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
0.899
0.040
0.037
0.018
0.005
0.000
building
0.044
0.932
0.017
0.006
0.001
0.000
low_veg
0.056
0.025
0.770
0.148
0.000
0.000
tree
0.022
0.008
0.082
0.889
0.000
0.000
car
0.375
0.050
0.012
0.007
0.557
0.000
clutter
0.631
0.156
0.137
0.011
0.066
0.000
Precision/Correctness
0.866
0.923
0.828
0.838
0.758
-nan
Recall/Completeness
0.899
0.932
0.770
0.889
0.557
0.000
F1
0.882
0.927
0.798
0.863
0.642
-nan

Overall accuracy 0.865

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
0.925
0.033
0.029
0.009
0.003
0.000
building
0.036
0.950
0.011
0.003
0.000
0.000
low_veg
0.045
0.016
0.808
0.131
0.000
0.000
tree
0.011
0.004
0.068
0.918
0.000
0.000
car
0.288
0.054
0.008
0.003
0.646
0.000
clutter
0.618
0.159
0.148
0.004
0.071
0.000
Precision/Correctness
0.897
0.944
0.861
0.869
0.793
-nan
Recall/Completeness
0.925
0.950
0.808
0.918
0.646
0.000
F1
0.911
0.947
0.834
0.893
0.712
-nan

Overall accuracy 0.895
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9490
0.0092
0.0234
0.0125
0.0058
0.0000
building
0.0339
0.9411
0.0211
0.0038
0.0000
0.0000
low_veg
0.0806
0.0216
0.7268
0.1706
0.0003
0.0000
tree
0.0319
0.0098
0.0912
0.8670
0.0001
0.0000
car
0.4117
0.0007
0.0008
0.0013
0.5855
0.0000
clutter
0.9683
0.0033
0.0036
0.0242
0.0006
0.0000
Precision/Correctness
0.799
0.955
0.842
0.822
0.852
-nan
Recall/Completeness
0.949
0.941
0.727
0.867
0.585
0.000
F1
0.868
0.948
0.780
0.844
0.694
-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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9737
0.0056
0.0136
0.0034
0.0037
0.0000
building
0.0248
0.9627
0.0116
0.0009
0.0000
0.0000
low_veg
0.0643
0.0133
0.7578
0.1644
0.0003
0.0000
tree
0.0163
0.0075
0.0779
0.8982
0.0000
0.0000
car
0.3026
0.0000
0.0002
0.0002
0.6970
0.0000
clutter
0.9860
0.0030
0.0037
0.0067
0.0006
0.0000
Precision/Correctness
0.832
0.972
0.876
0.847
0.892
-nan
Recall/Completeness
0.974
0.963
0.758
0.898
0.697
0.000
F1
0.897
0.967
0.813
0.872
0.782
-nan

Overall accuracy 0.878

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
0.9181
0.0639
0.0067
0.0053
0.0060
0.0000
building
0.0455
0.9435
0.0087
0.0021
0.0002
0.0000
low_veg
0.1414
0.0771
0.4882
0.2930
0.0003
0.0000
tree
0.0481
0.0235
0.0874
0.8404
0.0006
0.0000
car
0.4863
0.0382
0.0008
0.0019
0.4729
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.867
0.957
0.663
0.718
0.782
--
Recall/Completeness
0.918
0.943
0.488
0.840
0.473
--
F1
0.892
0.950
0.562
0.774
0.589
--

Overall accuracy 0.902

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
0.9468
0.0424
0.0043
0.0026
0.0039
0.0000
building
0.0328
0.9577
0.0082
0.0012
0.0002
0.0000
low_veg
0.1012
0.0409
0.5362
0.3216
0.0001
0.0000
tree
0.0217
0.0100
0.0883
0.8800
0.0000
0.0000
car
0.4164
0.0329
0.0001
0.0007
0.5500
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.903
0.975
0.678
0.743
0.833
--
Recall/Completeness
0.947
0.958
0.536
0.880
0.550
--
F1
0.924
0.966
0.599
0.805
0.663
--

Overall accuracy 0.929

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
0.8916
0.0695
0.0259
0.0076
0.0054
0.0000
building
0.0336
0.9546
0.0084
0.0034
0.0000
0.0000
low_veg
0.0932
0.0562
0.6812
0.1689
0.0004
0.0000
tree
0.0187
0.0055
0.0494
0.9264
0.0000
0.0000
car
0.4159
0.0359
0.0067
0.0015
0.5400
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.872
0.924
0.754
0.927
0.860
--
Recall/Completeness
0.892
0.955
0.681
0.926
0.540
--
F1
0.882
0.939
0.716
0.927
0.664
--

Overall accuracy 0.894

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
0.9246
0.0521
0.0185
0.0019
0.0030
0.0000
building
0.0251
0.9690
0.0049
0.0009
0.0000
0.0000
low_veg
0.0728
0.0427
0.7326
0.1517
0.0001
0.0000
tree
0.0065
0.0018
0.0392
0.9525
0.0000
0.0000
car
0.3288
0.0281
0.0068
0.0000
0.6362
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.914
0.949
0.798
0.948
0.913
--
Recall/Completeness
0.925
0.969
0.733
0.952
0.636
--
F1
0.919
0.959
0.764
0.950
0.750
--

Overall accuracy 0.926

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
0.8854
0.0376
0.0611
0.0098
0.0061
0.0000
building
0.0279
0.9562
0.0124
0.0032
0.0003
0.0000
low_veg
0.0492
0.0186
0.8833
0.0480
0.0009
0.0000
tree
0.0251
0.0100
0.0755
0.8892
0.0001
0.0000
car
0.3775
0.0029
0.0188
0.0059
0.5949
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.907
0.925
0.811
0.941
0.823
--
Recall/Completeness
0.885
0.956
0.883
0.889
0.595
--
F1
0.896
0.940
0.846
0.914
0.691
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9117
0.0304
0.0519
0.0026
0.0034
0.0000
building
0.0185
0.9747
0.0058
0.0009
0.0001
0.0000
low_veg
0.0352
0.0097
0.9188
0.0358
0.0004
0.0000
tree
0.0107
0.0052
0.0584
0.9256
0.0000
0.0000
car
0.2921
0.0017
0.0125
0.0040
0.6897
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.942
0.948
0.849
0.965
0.881
--
Recall/Completeness
0.912
0.975
0.919
0.926
0.690
--
F1
0.927
0.961
0.882
0.945
0.774
--

Overall accuracy 0.929

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
0.8034
0.1304
0.0410
0.0218
0.0034
0.0000
building
0.0134
0.9591
0.0141
0.0128
0.0007
0.0000
low_veg
0.0880
0.0391
0.7009
0.1718
0.0002
0.0000
tree
0.0151
0.0095
0.0626
0.9128
0.0000
0.0000
car
0.3783
0.0344
0.0029
0.0098
0.5746
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.925
0.796
0.796
0.819
0.735
--
Recall/Completeness
0.803
0.959
0.701
0.913
0.575
--
F1
0.860
0.870
0.745
0.863
0.645
--

Overall accuracy 0.843

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
0.8319
0.1212
0.0345
0.0101
0.0022
0.0000
building
0.0084
0.9722
0.0100
0.0089
0.0005
0.0000
low_veg
0.0857
0.0231
0.7498
0.1412
0.0002
0.0000
tree
0.0069
0.0046
0.0478
0.9407
0.0000
0.0000
car
0.3067
0.0344
0.0014
0.0023
0.6552
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.943
0.820
0.834
0.863
0.773
--
Recall/Completeness
0.832
0.972
0.750
0.941
0.655
--
F1
0.884
0.890
0.790
0.900
0.709
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8687
0.0315
0.0550
0.0417
0.0031
0.0000
building
0.1729
0.8044
0.0141
0.0085
0.0002
0.0000
low_veg
0.0377
0.0276
0.7017
0.2327
0.0002
0.0000
tree
0.0091
0.0080
0.0798
0.9031
0.0000
0.0000
car
0.3442
0.0024
0.0009
0.0132
0.6393
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.716
0.909
0.836
0.816
0.855
--
Recall/Completeness
0.869
0.804
0.702
0.903
0.639
--
F1
0.785
0.853
0.763
0.858
0.732
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8977
0.0277
0.0479
0.0254
0.0013
0.0000
building
0.1818
0.8085
0.0072
0.0024
0.0002
0.0000
low_veg
0.0354
0.0181
0.7384
0.2078
0.0002
0.0000
tree
0.0043
0.0036
0.0668
0.9253
0.0000
0.0000
car
0.2239
0.0004
0.0002
0.0074
0.7681
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.728
0.938
0.864
0.845
0.906
--
Recall/Completeness
0.898
0.808
0.738
0.925
0.768
--
F1
0.804
0.868
0.796
0.883
0.831
--

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_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8251
0.0772
0.0576
0.0365
0.0037
0.0000
building
0.0100
0.9685
0.0149
0.0064
0.0001
0.0000
low_veg
0.0750
0.0603
0.7241
0.1405
0.0001
0.0000
tree
0.0302
0.0155
0.0995
0.8546
0.0002
0.0000
car
0.2043
0.0071
0.0065
0.0000
0.7821
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.857
0.817
0.789
0.864
0.685
--
Recall/Completeness
0.825
0.968
0.724
0.855
0.782
--
F1
0.841
0.886
0.755
0.859
0.730
--

Overall accuracy 0.834

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
0.8430
0.0751
0.0537
0.0255
0.0027
0.0000
building
0.0052
0.9859
0.0067
0.0021
0.0001
0.0000
low_veg
0.0702
0.0440
0.7580
0.1277
0.0001
0.0000
tree
0.0218
0.0080
0.0884
0.8817
0.0001
0.0000
car
0.0988
0.0066
0.0016
0.0000
0.8931
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.846
0.812
0.887
0.712
--
Recall/Completeness
0.843
0.986
0.758
0.882
0.893
--
F1
0.863
0.911
0.784
0.884
0.793
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8086
0.0408
0.0874
0.0609
0.0022
0.0000
building
0.0199
0.9462
0.0206
0.0132
0.0001
0.0000
low_veg
0.0151
0.0179
0.8354
0.1316
0.0000
0.0000
tree
0.0194
0.0061
0.1107
0.8638
0.0000
0.0000
car
0.2340
0.0013
0.0333
0.0273
0.7041
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.889
0.924
0.811
0.862
0.809
--
Recall/Completeness
0.809
0.946
0.835
0.864
0.704
--
F1
0.847
0.935
0.823
0.863
0.753
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8441
0.0371
0.0791
0.0388
0.0009
0.0000
building
0.0167
0.9669
0.0113
0.0050
0.0000
0.0000
low_veg
0.0121
0.0110
0.8621
0.1148
0.0000
0.0000
tree
0.0123
0.0025
0.0986
0.8867
0.0000
0.0000
car
0.1543
0.0000
0.0216
0.0183
0.8057
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.918
0.947
0.836
0.889
0.897
--
Recall/Completeness
0.844
0.967
0.862
0.887
0.806
--
F1
0.880
0.957
0.849
0.888
0.849
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8755
0.0266
0.0498
0.0437
0.0043
0.0000
building
0.0208
0.9412
0.0307
0.0071
0.0002
0.0000
low_veg
0.0675
0.0194
0.7630
0.1497
0.0004
0.0000
tree
0.0095
0.0020
0.0579
0.9306
0.0000
0.0000
car
0.2578
0.0006
0.0412
0.0082
0.6922
0.0000
clutter
0.1848
0.0152
0.7991
0.0009
0.0000
0.0000
Precision/Correctness
0.870
0.937
0.709
0.907
0.741
-nan
Recall/Completeness
0.876
0.941
0.763
0.931
0.692
0.000
F1
0.873
0.939
0.735
0.919
0.716
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9055
0.0190
0.0462
0.0267
0.0026
0.0000
building
0.0177
0.9534
0.0263
0.0023
0.0003
0.0000
low_veg
0.0593
0.0089
0.8101
0.1212
0.0004
0.0000
tree
0.0041
0.0006
0.0456
0.9497
0.0000
0.0000
car
0.1590
0.0001
0.0361
0.0024
0.8024
0.0000
clutter
0.1715
0.0152
0.8129
0.0003
0.0000
0.0000
Precision/Correctness
0.897
0.963
0.728
0.934
0.784
-nan
Recall/Completeness
0.905
0.953
0.810
0.950
0.802
0.000
F1
0.901
0.958
0.767
0.942
0.793
-nan

Overall accuracy 0.888

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
0.8998
0.0263
0.0355
0.0325
0.0058
0.0000
building
0.0273
0.9542
0.0104
0.0080
0.0001
0.0000
low_veg
0.1105
0.0412
0.6846
0.1636
0.0001
0.0000
tree
0.0230
0.0047
0.0556
0.9166
0.0001
0.0000
car
0.4099
0.0061
0.0154
0.0112
0.5574
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.882
0.904
0.825
0.855
0.760
--
Recall/Completeness
0.900
0.954
0.685
0.917
0.557
--
F1
0.891
0.928
0.748
0.885
0.643
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9300
0.0196
0.0300
0.0167
0.0038
0.0000
building
0.0194
0.9724
0.0048
0.0034
0.0000
0.0000
low_veg
0.1085
0.0270
0.7297
0.1348
0.0001
0.0000
tree
0.0101
0.0019
0.0414
0.9466
0.0000
0.0000
car
0.3233
0.0086
0.0115
0.0045
0.6521
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.909
0.935
0.863
0.893
0.810
--
Recall/Completeness
0.930
0.972
0.730
0.947
0.652
--
F1
0.919
0.953
0.791
0.919
0.723
--

Overall accuracy 0.901

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
0.8027
0.0384
0.1125
0.0413
0.0051
0.0000
building
0.0633
0.8819
0.0347
0.0193
0.0008
0.0000
low_veg
0.0252
0.0217
0.8832
0.0698
0.0000
0.0000
tree
0.0157
0.0091
0.1415
0.8337
0.0000
0.0000
car
0.3245
0.0000
0.0060
0.0038
0.6657
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.810
0.908
0.861
0.847
0.731
--
Recall/Completeness
0.803
0.882
0.883
0.834
0.666
--
F1
0.806
0.895
0.872
0.840
0.697
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8357
0.0286
0.1032
0.0294
0.0031
0.0000
building
0.0607
0.8934
0.0291
0.0161
0.0008
0.0000
low_veg
0.0224
0.0166
0.9025
0.0584
0.0000
0.0000
tree
0.0095
0.0051
0.1217
0.8637
0.0000
0.0000
car
0.2441
0.0000
0.0002
0.0005
0.7552
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.833
0.933
0.881
0.872
0.770
--
Recall/Completeness
0.836
0.893
0.902
0.864
0.755
--
F1
0.834
0.913
0.892
0.868
0.763
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9317
0.0265
0.0235
0.0077
0.0107
0.0000
building
0.0590
0.9212
0.0132
0.0060
0.0006
0.0000
low_veg
0.0821
0.0278
0.6823
0.2074
0.0004
0.0000
tree
0.0123
0.0073
0.0337
0.9467
0.0001
0.0000
car
0.4007
0.0111
0.0041
0.0076
0.5765
0.0000
clutter
0.6904
0.1148
0.0824
0.0317
0.0807
0.0000
Precision/Correctness
0.850
0.955
0.894
0.676
0.828
-nan
Recall/Completeness
0.932
0.921
0.682
0.947
0.576
0.000
F1
0.889
0.938
0.774
0.789
0.680
-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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9584
0.0177
0.0162
0.0029
0.0047
0.0000
building
0.0465
0.9427
0.0069
0.0034
0.0005
0.0000
low_veg
0.0660
0.0145
0.7256
0.1935
0.0003
0.0000
tree
0.0050
0.0032
0.0222
0.9696
0.0000
0.0000
car
0.3174
0.0089
0.0018
0.0055
0.6664
0.0000
clutter
0.7136
0.1147
0.0677
0.0212
0.0828
0.0000
Precision/Correctness
0.886
0.974
0.932
0.709
0.896
-nan
Recall/Completeness
0.958
0.943
0.726
0.970
0.666
0.000
F1
0.921
0.958
0.816
0.819
0.764
-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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9402
0.0164
0.0229
0.0157
0.0048
0.0000
building
0.0157
0.9642
0.0121
0.0079
0.0000
0.0000
low_veg
0.0689
0.0271
0.5563
0.3474
0.0002
0.0000
tree
0.0044
0.0039
0.0137
0.9781
0.0000
0.0000
car
0.4014
0.0047
0.0125
0.0151
0.5663
0.0000
clutter
0.6357
0.2679
0.0155
0.0176
0.0632
0.0000
Precision/Correctness
0.911
0.931
0.845
0.637
0.658
-nan
Recall/Completeness
0.940
0.964
0.556
0.978
0.566
0.000
F1
0.925
0.947
0.671
0.772
0.609
-nan

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9627
0.0096
0.0169
0.0072
0.0036
0.0000
building
0.0100
0.9789
0.0072
0.0038
0.0000
0.0000
low_veg
0.0496
0.0137
0.6010
0.3356
0.0001
0.0000
tree
0.0011
0.0016
0.0093
0.9880
0.0000
0.0000
car
0.3211
0.0013
0.0130
0.0120
0.6526
0.0000
clutter
0.6399
0.2684
0.0120
0.0087
0.0711
0.0000
Precision/Correctness
0.932
0.953
0.884
0.676
0.658
-nan
Recall/Completeness
0.963
0.979
0.601
0.988
0.653
0.000
F1
0.947
0.966
0.716
0.802
0.655
-nan

Overall accuracy 0.891

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
0.9622
0.0146
0.0109
0.0045
0.0078
0.0000
building
0.0667
0.9183
0.0078
0.0034
0.0038
0.0000
low_veg
0.0324
0.0042
0.9154
0.0479
0.0002
0.0000
tree
0.0361
0.0032
0.0512
0.9091
0.0004
0.0000
car
0.2496
0.2230
0.0171
0.0075
0.5028
0.0000
clutter
0.4404
0.3823
0.0620
0.0127
0.1025
0.0000
Precision/Correctness
0.880
0.902
0.901
0.908
0.704
-nan
Recall/Completeness
0.962
0.918
0.915
0.909
0.503
0.000
F1
0.919
0.910
0.908
0.908
0.587
-nan

Overall accuracy 0.888

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
0.9781
0.0100
0.0068
0.0010
0.0040
0.0000
building
0.0555
0.9368
0.0040
0.0005
0.0032
0.0000
low_veg
0.0186
0.0014
0.9407
0.0392
0.0001
0.0000
tree
0.0124
0.0005
0.0365
0.9506
0.0001
0.0000
car
0.1747
0.2480
0.0099
0.0022
0.5652
0.0000
clutter
0.3865
0.4344
0.0598
0.0052
0.1140
0.0000
Precision/Correctness
0.912
0.918
0.934
0.940
0.731
-nan
Recall/Completeness
0.978
0.937
0.941
0.951
0.565
0.000
F1
0.944
0.927
0.937
0.945
0.638
-nan

Overall accuracy 0.916

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
0.9752
0.0101
0.0095
0.0027
0.0025
0.0000
building
0.0891
0.8701
0.0324
0.0077
0.0006
0.0000
low_veg
0.0635
0.0103
0.8917
0.0341
0.0004
0.0000
tree
0.0489
0.0080
0.1377
0.8053
0.0000
0.0000
car
0.4585
0.0353
0.0061
0.0030
0.4972
0.0000
clutter
0.8179
0.0680
0.0008
0.0009
0.1123
0.0000
Precision/Correctness
0.805
0.960
0.832
0.907
0.467
-nan
Recall/Completeness
0.975
0.870
0.892
0.805
0.497
0.000
F1
0.882
0.913
0.861
0.853
0.482
-nan

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_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9863
0.0068
0.0044
0.0009
0.0016
0.0000
building
0.0792
0.8841
0.0298
0.0063
0.0005
0.0000
low_veg
0.0335
0.0067
0.9292
0.0303
0.0003
0.0000
tree
0.0218
0.0028
0.1275
0.8479
0.0000
0.0000
car
0.3680
0.0365
0.0028
0.0013
0.5914
0.0000
clutter
0.8047
0.0682
0.0001
0.0006
0.1263
0.0000
Precision/Correctness
0.835
0.972
0.855
0.927
0.452
-nan
Recall/Completeness
0.986
0.884
0.929
0.848
0.591
0.000
F1
0.904
0.926
0.891
0.886
0.512
-nan

Overall accuracy 0.879

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
0.8655
0.0496
0.0648
0.0182
0.0019
0.0000
building
0.0354
0.9432
0.0163
0.0052
0.0000
0.0000
low_veg
0.0455
0.0194
0.7020
0.2330
0.0001
0.0000
tree
0.0309
0.0057
0.0950
0.8684
0.0001
0.0000
car
0.4020
0.0254
0.0032
0.0083
0.5611
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.875
0.930
0.802
0.761
0.893
--
Recall/Completeness
0.865
0.943
0.702
0.868
0.561
--
F1
0.870
0.937
0.749
0.811
0.689
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9072
0.0431
0.0447
0.0042
0.0007
0.0000
building
0.0254
0.9665
0.0072
0.0009
0.0000
0.0000
low_veg
0.0320
0.0097
0.7336
0.2247
0.0000
0.0000
tree
0.0100
0.0012
0.0729
0.9159
0.0000
0.0000
car
0.3161
0.0204
0.0013
0.0015
0.6607
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.921
0.953
0.858
0.788
0.951
--
Recall/Completeness
0.907
0.966
0.734
0.916
0.661
--
F1
0.914
0.960
0.791
0.847
0.780
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9016
0.0325
0.0450
0.0152
0.0057
0.0000
building
0.0235
0.9390
0.0298
0.0067
0.0010
0.0000
low_veg
0.0361
0.0107
0.8559
0.0971
0.0001
0.0000
tree
0.0255
0.0062
0.1003
0.8679
0.0000
0.0000
car
0.3778
0.0351
0.0390
0.0093
0.5389
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.907
0.947
0.858
0.837
0.742
--
Recall/Completeness
0.902
0.939
0.856
0.868
0.539
--
F1
0.904
0.943
0.857
0.852
0.624
--

Overall accuracy 0.888

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
0.9297
0.0299
0.0306
0.0055
0.0043
0.0000
building
0.0162
0.9643
0.0162
0.0024
0.0008
0.0000
low_veg
0.0218
0.0053
0.8944
0.0784
0.0001
0.0000
tree
0.0127
0.0032
0.0798
0.9044
0.0000
0.0000
car
0.2901
0.0377
0.0270
0.0048
0.6403
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.944
0.961
0.899
0.878
0.768
--
Recall/Completeness
0.930
0.964
0.894
0.904
0.640
--
F1
0.937
0.963
0.897
0.891
0.699
--

Overall accuracy 0.922

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image