Detailled semantic labeling (2D) result


Name S. Piramanayagam et al.
Affiliation RIT, USA
Abbreviation RIT_3
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
0.904
0.029
0.046
0.016
0.005
0.000
building
0.046
0.931
0.018
0.005
0.000
0.000
low_veg
0.060
0.024
0.781
0.134
0.000
0.000
tree
0.023
0.007
0.098
0.871
0.000
0.000
car
0.282
0.044
0.015
0.007
0.652
0.000
clutter
0.745
0.184
0.032
0.011
0.030
0.000
Precision/Correctness
0.861
0.934
0.808
0.849
0.826
-nan
Recall/Completeness
0.904
0.931
0.781
0.871
0.652
0.000
F1
0.882
0.932
0.794
0.860
0.728
-nan

Overall accuracy 0.866

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
0.931
0.020
0.039
0.007
0.002
0.000
building
0.038
0.948
0.011
0.003
0.000
0.000
low_veg
0.048
0.014
0.819
0.119
0.000
0.000
tree
0.011
0.003
0.081
0.904
0.000
0.000
car
0.182
0.049
0.011
0.004
0.754
0.000
clutter
0.746
0.190
0.029
0.004
0.031
0.000
Precision/Correctness
0.893
0.957
0.843
0.879
0.877
-nan
Recall/Completeness
0.931
0.948
0.819
0.904
0.754
0.000
F1
0.912
0.953
0.831
0.892
0.811
-nan

Overall accuracy 0.896
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9444
0.0090
0.0276
0.0138
0.0052
0.0000
building
0.0330
0.9426
0.0201
0.0043
0.0000
0.0000
low_veg
0.0913
0.0203
0.7248
0.1635
0.0001
0.0000
tree
0.0354
0.0086
0.0908
0.8650
0.0001
0.0000
car
0.3039
0.0051
0.0026
0.0044
0.6841
0.0000
clutter
0.9604
0.0028
0.0014
0.0354
0.0000
0.0000
Precision/Correctness
0.794
0.958
0.839
0.825
0.886
-nan
Recall/Completeness
0.944
0.943
0.725
0.865
0.684
0.000
F1
0.863
0.950
0.778
0.845
0.772
-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
0.9711
0.0048
0.0175
0.0039
0.0027
0.0000
building
0.0239
0.9635
0.0108
0.0017
0.0000
0.0000
low_veg
0.0739
0.0095
0.7598
0.1568
0.0000
0.0000
tree
0.0188
0.0047
0.0789
0.8975
0.0000
0.0000
car
0.1810
0.0043
0.0014
0.0024
0.8108
0.0000
clutter
0.9832
0.0025
0.0015
0.0128
0.0000
0.0000
Precision/Correctness
0.828
0.980
0.873
0.851
0.936
-nan
Recall/Completeness
0.971
0.964
0.760
0.898
0.811
0.000
F1
0.894
0.971
0.812
0.874
0.869
-nan

Overall accuracy 0.880

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
0.9293
0.0511
0.0103
0.0048
0.0045
0.0000
building
0.0532
0.9367
0.0071
0.0019
0.0010
0.0000
low_veg
0.1916
0.0655
0.4671
0.2733
0.0025
0.0000
tree
0.0650
0.0202
0.0470
0.8669
0.0009
0.0000
car
0.3653
0.0210
0.0038
0.0011
0.6088
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.853
0.965
0.690
0.739
0.813
--
Recall/Completeness
0.929
0.937
0.467
0.867
0.609
--
F1
0.889
0.951
0.557
0.798
0.696
--

Overall accuracy 0.904

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
0.9608
0.0273
0.0077
0.0020
0.0021
0.0000
building
0.0401
0.9523
0.0059
0.0008
0.0009
0.0000
low_veg
0.1568
0.0292
0.5129
0.2998
0.0013
0.0000
tree
0.0336
0.0084
0.0420
0.9158
0.0002
0.0000
car
0.2706
0.0156
0.0024
0.0004
0.7110
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.888
0.983
0.728
0.767
0.865
--
Recall/Completeness
0.961
0.952
0.513
0.916
0.711
--
F1
0.923
0.968
0.602
0.835
0.781
--

Overall accuracy 0.932

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
0.9029
0.0476
0.0335
0.0108
0.0052
0.0000
building
0.0471
0.9353
0.0131
0.0041
0.0003
0.0000
low_veg
0.0817
0.0455
0.7382
0.1340
0.0006
0.0000
tree
0.0213
0.0047
0.0583
0.9155
0.0002
0.0000
car
0.3410
0.0158
0.0034
0.0026
0.6372
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.865
0.943
0.726
0.935
0.872
--
Recall/Completeness
0.903
0.935
0.738
0.916
0.637
--
F1
0.883
0.939
0.732
0.925
0.736
--

Overall accuracy 0.895

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
0.9393
0.0310
0.0245
0.0034
0.0018
0.0000
building
0.0373
0.9522
0.0087
0.0016
0.0002
0.0000
low_veg
0.0638
0.0289
0.7906
0.1165
0.0002
0.0000
tree
0.0103
0.0013
0.0452
0.9433
0.0001
0.0000
car
0.2372
0.0101
0.0023
0.0007
0.7497
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.904
0.967
0.774
0.956
0.944
--
Recall/Completeness
0.939
0.952
0.791
0.943
0.750
--
F1
0.921
0.960
0.782
0.950
0.836
--

Overall accuracy 0.928

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
0.8767
0.0369
0.0719
0.0094
0.0050
0.0000
building
0.0316
0.9479
0.0155
0.0048
0.0001
0.0000
low_veg
0.0467
0.0160
0.8800
0.0569
0.0004
0.0000
tree
0.0267
0.0093
0.0881
0.8758
0.0001
0.0000
car
0.2971
0.0113
0.0236
0.0057
0.6623
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.908
0.927
0.784
0.932
0.868
--
Recall/Completeness
0.877
0.948
0.880
0.876
0.662
--
F1
0.892
0.938
0.829
0.903
0.751
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9055
0.0291
0.0608
0.0021
0.0025
0.0000
building
0.0229
0.9669
0.0076
0.0026
0.0001
0.0000
low_veg
0.0306
0.0075
0.9181
0.0437
0.0000
0.0000
tree
0.0104
0.0044
0.0684
0.9167
0.0000
0.0000
car
0.1932
0.0111
0.0144
0.0024
0.7790
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.945
0.952
0.826
0.957
0.926
--
Recall/Completeness
0.906
0.967
0.918
0.917
0.779
--
F1
0.925
0.959
0.870
0.937
0.846
--

Overall accuracy 0.924

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
0.8126
0.0649
0.0999
0.0203
0.0024
0.0000
building
0.0232
0.9501
0.0158
0.0109
0.0000
0.0000
low_veg
0.0778
0.0373
0.7403
0.1446
0.0000
0.0000
tree
0.0153
0.0101
0.0830
0.8914
0.0001
0.0000
car
0.2559
0.0508
0.0044
0.0158
0.6730
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.927
0.871
0.691
0.837
0.836
--
Recall/Completeness
0.813
0.950
0.740
0.891
0.673
--
F1
0.866
0.909
0.715
0.863
0.746
--

Overall accuracy 0.848

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
0.8435
0.0499
0.0967
0.0088
0.0011
0.0000
building
0.0166
0.9648
0.0107
0.0078
0.0000
0.0000
low_veg
0.0733
0.0230
0.7891
0.1146
0.0000
0.0000
tree
0.0064
0.0045
0.0644
0.9247
0.0000
0.0000
car
0.1589
0.0540
0.0019
0.0110
0.7742
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.946
0.906
0.717
0.882
0.904
--
Recall/Completeness
0.844
0.965
0.789
0.925
0.774
--
F1
0.892
0.934
0.751
0.903
0.834
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8915
0.0263
0.0489
0.0297
0.0037
0.0000
building
0.1789
0.7992
0.0169
0.0049
0.0002
0.0000
low_veg
0.0566
0.0260
0.7666
0.1507
0.0001
0.0000
tree
0.0133
0.0085
0.1111
0.8671
0.0000
0.0000
car
0.1927
0.0002
0.0036
0.0087
0.7948
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.692
0.914
0.812
0.868
0.872
--
Recall/Completeness
0.891
0.799
0.767
0.867
0.795
--
F1
0.779
0.853
0.789
0.867
0.832
--

Overall accuracy 0.828

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
0.9202
0.0229
0.0405
0.0159
0.0007
0.0000
building
0.1868
0.8043
0.0076
0.0012
0.0002
0.0000
low_veg
0.0540
0.0152
0.8028
0.1280
0.0000
0.0000
tree
0.0074
0.0030
0.0943
0.8954
0.0000
0.0000
car
0.0916
0.0003
0.0007
0.0023
0.9051
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.706
0.947
0.843
0.896
0.961
--
Recall/Completeness
0.920
0.804
0.803
0.895
0.905
--
F1
0.799
0.870
0.822
0.896
0.932
--

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_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8153
0.0285
0.1201
0.0305
0.0057
0.0000
building
0.0127
0.9631
0.0172
0.0070
0.0000
0.0000
low_veg
0.0783
0.0485
0.7261
0.1463
0.0007
0.0000
tree
0.0279
0.0144
0.1253
0.8323
0.0002
0.0000
car
0.1421
0.0000
0.0000
0.0138
0.8441
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.854
0.877
0.718
0.860
0.591
--
Recall/Completeness
0.815
0.963
0.726
0.832
0.844
--
F1
0.834
0.918
0.722
0.846
0.695
--

Overall accuracy 0.824

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8334
0.0232
0.1181
0.0203
0.0049
0.0000
building
0.0077
0.9812
0.0081
0.0030
0.0000
0.0000
low_veg
0.0732
0.0328
0.7578
0.1354
0.0008
0.0000
tree
0.0194
0.0073
0.1127
0.8604
0.0001
0.0000
car
0.0529
0.0000
0.0000
0.0108
0.9363
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.881
0.914
0.737
0.882
0.572
--
Recall/Completeness
0.833
0.981
0.758
0.860
0.936
--
F1
0.857
0.946
0.748
0.871
0.710
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8386
0.0263
0.0858
0.0446
0.0047
0.0000
building
0.0215
0.9496
0.0191
0.0093
0.0006
0.0000
low_veg
0.0214
0.0165
0.8449
0.1170
0.0003
0.0000
tree
0.0243
0.0067
0.1371
0.8320
0.0000
0.0000
car
0.1573
0.0006
0.0023
0.0084
0.8314
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.870
0.937
0.789
0.876
0.672
--
Recall/Completeness
0.839
0.950
0.845
0.832
0.831
--
F1
0.854
0.943
0.816
0.853
0.743
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8741
0.0206
0.0758
0.0270
0.0025
0.0000
building
0.0178
0.9698
0.0081
0.0040
0.0004
0.0000
low_veg
0.0174
0.0090
0.8694
0.1039
0.0003
0.0000
tree
0.0166
0.0025
0.1222
0.8588
0.0000
0.0000
car
0.0843
0.0000
0.0000
0.0036
0.9121
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.900
0.963
0.817
0.899
0.730
--
Recall/Completeness
0.874
0.970
0.869
0.859
0.912
--
F1
0.887
0.966
0.842
0.878
0.811
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8547
0.0381
0.0639
0.0391
0.0043
0.0000
building
0.0199
0.9456
0.0261
0.0083
0.0000
0.0000
low_veg
0.0586
0.0225
0.7666
0.1522
0.0001
0.0000
tree
0.0079
0.0024
0.0554
0.9342
0.0001
0.0000
car
0.1580
0.0513
0.0334
0.0166
0.7407
0.0000
clutter
0.9628
0.0147
0.0220
0.0005
0.0000
0.0000
Precision/Correctness
0.794
0.919
0.785
0.908
0.770
-nan
Recall/Completeness
0.855
0.946
0.767
0.934
0.741
0.000
F1
0.823
0.932
0.776
0.921
0.755
-nan

Overall accuracy 0.862

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8868
0.0292
0.0601
0.0214
0.0024
0.0000
building
0.0176
0.9574
0.0206
0.0044
0.0000
0.0000
low_veg
0.0519
0.0104
0.8148
0.1229
0.0001
0.0000
tree
0.0030
0.0005
0.0429
0.9536
0.0000
0.0000
car
0.0805
0.0576
0.0263
0.0066
0.8290
0.0000
clutter
0.9662
0.0146
0.0192
0.0000
0.0000
0.0000
Precision/Correctness
0.812
0.949
0.816
0.935
0.825
-nan
Recall/Completeness
0.887
0.957
0.815
0.954
0.829
0.000
F1
0.848
0.953
0.815
0.944
0.827
-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
0.8888
0.0264
0.0462
0.0320
0.0066
0.0000
building
0.0197
0.9617
0.0126
0.0060
0.0000
0.0000
low_veg
0.0998
0.0390
0.7204
0.1406
0.0002
0.0000
tree
0.0216
0.0046
0.0684
0.9054
0.0001
0.0000
car
0.2963
0.0052
0.0156
0.0186
0.6643
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.895
0.906
0.798
0.868
0.770
--
Recall/Completeness
0.889
0.962
0.720
0.905
0.664
--
F1
0.892
0.933
0.757
0.886
0.713
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9237
0.0173
0.0391
0.0157
0.0042
0.0000
building
0.0137
0.9782
0.0060
0.0021
0.0000
0.0000
low_veg
0.0967
0.0240
0.7659
0.1134
0.0000
0.0000
tree
0.0085
0.0012
0.0520
0.9383
0.0000
0.0000
car
0.2052
0.0043
0.0124
0.0059
0.7722
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.922
0.943
0.839
0.907
0.822
--
Recall/Completeness
0.924
0.978
0.766
0.938
0.772
--
F1
0.923
0.960
0.801
0.922
0.796
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8317
0.0436
0.0840
0.0338
0.0069
0.0000
building
0.0573
0.9018
0.0262
0.0147
0.0000
0.0000
low_veg
0.0256
0.0237
0.8696
0.0812
0.0000
0.0000
tree
0.0190
0.0090
0.1629
0.8091
0.0000
0.0000
car
0.1878
0.0000
0.0198
0.0064
0.7860
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.818
0.902
0.859
0.833
0.747
--
Recall/Completeness
0.832
0.902
0.870
0.809
0.786
--
F1
0.825
0.902
0.864
0.821
0.766
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8629
0.0333
0.0759
0.0234
0.0045
0.0000
building
0.0539
0.9141
0.0196
0.0123
0.0000
0.0000
low_veg
0.0218
0.0181
0.8892
0.0710
0.0000
0.0000
tree
0.0122
0.0046
0.1410
0.8421
0.0000
0.0000
car
0.1054
0.0000
0.0078
0.0013
0.8854
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.845
0.928
0.882
0.856
0.787
--
Recall/Completeness
0.863
0.914
0.889
0.842
0.885
--
F1
0.854
0.921
0.885
0.849
0.833
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9391
0.0247
0.0205
0.0074
0.0083
0.0000
building
0.0585
0.9212
0.0152
0.0049
0.0002
0.0000
low_veg
0.0785
0.0288
0.6949
0.1972
0.0007
0.0000
tree
0.0135
0.0067
0.0506
0.9289
0.0003
0.0000
car
0.3083
0.0086
0.0100
0.0054
0.6678
0.0000
clutter
0.7915
0.0445
0.1116
0.0130
0.0394
0.0000
Precision/Correctness
0.859
0.957
0.886
0.685
0.880
-nan
Recall/Completeness
0.939
0.921
0.695
0.929
0.668
0.000
F1
0.897
0.939
0.779
0.788
0.759
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9654
0.0152
0.0143
0.0026
0.0025
0.0000
building
0.0466
0.9416
0.0094
0.0023
0.0001
0.0000
low_veg
0.0585
0.0134
0.7412
0.1866
0.0002
0.0000
tree
0.0057
0.0025
0.0343
0.9575
0.0001
0.0000
car
0.2052
0.0059
0.0077
0.0037
0.7774
0.0000
clutter
0.8138
0.0349
0.1005
0.0089
0.0419
0.0000
Precision/Correctness
0.897
0.978
0.923
0.716
0.952
-nan
Recall/Completeness
0.965
0.942
0.741
0.957
0.777
0.000
F1
0.930
0.959
0.822
0.819
0.856
-nan

Overall accuracy 0.907

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
0.9416
0.0180
0.0229
0.0129
0.0046
0.0000
building
0.0358
0.9463
0.0116
0.0062
0.0001
0.0000
low_veg
0.0727
0.0260
0.6108
0.2900
0.0004
0.0000
tree
0.0053
0.0034
0.0230
0.9684
0.0000
0.0000
car
0.2985
0.0036
0.0076
0.0121
0.6782
0.0000
clutter
0.6459
0.2761
0.0314
0.0137
0.0330
0.0000
Precision/Correctness
0.900
0.928
0.846
0.677
0.750
-nan
Recall/Completeness
0.942
0.946
0.611
0.968
0.678
0.000
F1
0.920
0.937
0.710
0.797
0.712
-nan

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9637
0.0108
0.0170
0.0054
0.0031
0.0000
building
0.0304
0.9597
0.0067
0.0030
0.0001
0.0000
low_veg
0.0496
0.0115
0.6604
0.2785
0.0001
0.0000
tree
0.0010
0.0010
0.0166
0.9814
0.0000
0.0000
car
0.2038
0.0009
0.0064
0.0083
0.7806
0.0000
clutter
0.6447
0.2893
0.0238
0.0062
0.0360
0.0000
Precision/Correctness
0.923
0.950
0.886
0.715
0.772
-nan
Recall/Completeness
0.964
0.960
0.660
0.981
0.781
0.000
F1
0.943
0.955
0.757
0.828
0.776
-nan

Overall accuracy 0.895

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
0.9694
0.0104
0.0118
0.0035
0.0048
0.0000
building
0.0461
0.9407
0.0098
0.0022
0.0012
0.0000
low_veg
0.0598
0.0030
0.9067
0.0296
0.0009
0.0000
tree
0.0425
0.0043
0.1071
0.8452
0.0009
0.0000
car
0.2074
0.1946
0.0216
0.0071
0.5693
0.0000
clutter
0.4841
0.3936
0.0853
0.0099
0.0271
0.0000
Precision/Correctness
0.882
0.912
0.854
0.932
0.859
-nan
Recall/Completeness
0.969
0.941
0.907
0.845
0.569
0.000
F1
0.924
0.926
0.880
0.887
0.685
-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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9840
0.0056
0.0082
0.0005
0.0016
0.0000
building
0.0354
0.9589
0.0040
0.0006
0.0011
0.0000
low_veg
0.0376
0.0006
0.9385
0.0232
0.0001
0.0000
tree
0.0171
0.0008
0.0866
0.8953
0.0002
0.0000
car
0.1200
0.2206
0.0156
0.0028
0.6410
0.0000
clutter
0.4357
0.4405
0.0900
0.0036
0.0302
0.0000
Precision/Correctness
0.918
0.927
0.892
0.960
0.906
-nan
Recall/Completeness
0.984
0.959
0.938
0.895
0.641
0.000
F1
0.950
0.943
0.915
0.927
0.751
-nan

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9820
0.0052
0.0075
0.0033
0.0020
0.0000
building
0.0640
0.9049
0.0231
0.0052
0.0029
0.0000
low_veg
0.0925
0.0127
0.8237
0.0706
0.0005
0.0000
tree
0.0476
0.0057
0.1378
0.8089
0.0001
0.0000
car
0.3432
0.0120
0.0076
0.0062
0.6311
0.0000
clutter
0.7708
0.1613
0.0065
0.0002
0.0612
0.0000
Precision/Correctness
0.819
0.951
0.838
0.861
0.619
-nan
Recall/Completeness
0.982
0.905
0.824
0.809
0.631
0.000
F1
0.893
0.928
0.831
0.834
0.625
-nan

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_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9930
0.0023
0.0030
0.0009
0.0008
0.0000
building
0.0554
0.9195
0.0190
0.0036
0.0026
0.0000
low_veg
0.0606
0.0053
0.8628
0.0711
0.0002
0.0000
tree
0.0209
0.0014
0.1267
0.8509
0.0000
0.0000
car
0.2221
0.0099
0.0038
0.0053
0.7588
0.0000
clutter
0.7555
0.1708
0.0059
0.0000
0.0678
0.0000
Precision/Correctness
0.849
0.964
0.866
0.877
0.626
-nan
Recall/Completeness
0.993
0.919
0.863
0.851
0.759
0.000
F1
0.915
0.941
0.864
0.864
0.686
-nan

Overall accuracy 0.885

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
0.8674
0.0359
0.0729
0.0215
0.0022
0.0000
building
0.0424
0.9327
0.0201
0.0046
0.0003
0.0000
low_veg
0.0495
0.0163
0.7153
0.2188
0.0000
0.0000
tree
0.0307
0.0070
0.1094
0.8526
0.0002
0.0000
car
0.2865
0.0455
0.0118
0.0113
0.6450
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.869
0.943
0.782
0.766
0.876
--
Recall/Completeness
0.867
0.933
0.715
0.853
0.645
--
F1
0.868
0.938
0.747
0.807
0.743
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9149
0.0297
0.0497
0.0052
0.0005
0.0000
building
0.0311
0.9586
0.0092
0.0007
0.0002
0.0000
low_veg
0.0360
0.0068
0.7456
0.2116
0.0000
0.0000
tree
0.0102
0.0018
0.0832
0.9048
0.0001
0.0000
car
0.1868
0.0543
0.0085
0.0048
0.7455
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.915
0.965
0.843
0.795
0.955
--
Recall/Completeness
0.915
0.959
0.746
0.905
0.746
--
F1
0.915
0.962
0.792
0.846
0.837
--

Overall accuracy 0.883

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
0.9134
0.0226
0.0484
0.0127
0.0028
0.0000
building
0.0290
0.9293
0.0360
0.0051
0.0006
0.0000
low_veg
0.0398
0.0166
0.8606
0.0827
0.0003
0.0000
tree
0.0264
0.0060
0.1168
0.8507
0.0001
0.0000
car
0.2671
0.0394
0.0603
0.0064
0.6268
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.903
0.950
0.841
0.856
0.855
--
Recall/Completeness
0.913
0.929
0.861
0.851
0.627
--
F1
0.908
0.940
0.851
0.853
0.723
--

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
0.9419
0.0191
0.0342
0.0038
0.0009
0.0000
building
0.0209
0.9540
0.0224
0.0022
0.0005
0.0000
low_veg
0.0230
0.0090
0.9005
0.0675
0.0001
0.0000
tree
0.0097
0.0021
0.0920
0.8963
0.0000
0.0000
car
0.1746
0.0448
0.0516
0.0023
0.7267
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.944
0.968
0.883
0.893
0.928
--
Recall/Completeness
0.942
0.954
0.900
0.896
0.727
--
F1
0.943
0.961
0.892
0.895
0.815
--

Overall accuracy 0.924

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image