Detailled semantic labeling (2D) result


Name S. Piramanayagam et al.
Affiliation RIT, USA
Abbreviation RIT_5
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
0.903
0.029
0.047
0.016
0.005
0.000
building
0.045
0.932
0.017
0.005
0.001
0.000
low_veg
0.059
0.025
0.781
0.134
0.000
0.000
tree
0.023
0.007
0.098
0.872
0.000
0.000
car
0.273
0.044
0.015
0.007
0.660
0.000
clutter
0.741
0.184
0.032
0.011
0.032
0.000
Precision/Correctness
0.863
0.933
0.808
0.849
0.821
-nan
Recall/Completeness
0.903
0.932
0.781
0.872
0.660
0.000
F1
0.883
0.932
0.795
0.860
0.732
-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
0.021
0.039
0.007
0.002
0.000
building
0.037
0.949
0.010
0.003
0.000
0.000
low_veg
0.047
0.014
0.820
0.119
0.000
0.000
tree
0.011
0.003
0.081
0.905
0.000
0.000
car
0.175
0.049
0.011
0.003
0.761
0.000
clutter
0.743
0.190
0.029
0.004
0.034
0.000
Precision/Correctness
0.895
0.957
0.843
0.879
0.873
-nan
Recall/Completeness
0.931
0.949
0.820
0.905
0.761
0.000
F1
0.912
0.953
0.831
0.892
0.813
-nan

Overall accuracy 0.897
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9443
0.0090
0.0276
0.0137
0.0054
0.0000
building
0.0322
0.9433
0.0202
0.0043
0.0000
0.0000
low_veg
0.0913
0.0203
0.7246
0.1635
0.0001
0.0000
tree
0.0349
0.0085
0.0914
0.8650
0.0001
0.0000
car
0.2957
0.0053
0.0026
0.0042
0.6920
0.0000
clutter
0.9587
0.0031
0.0017
0.0364
0.0000
0.0000
Precision/Correctness
0.796
0.958
0.838
0.825
0.883
-nan
Recall/Completeness
0.944
0.943
0.725
0.865
0.692
0.000
F1
0.864
0.951
0.777
0.845
0.776
-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
0.0174
0.0039
0.0028
0.0000
building
0.0231
0.9643
0.0109
0.0018
0.0000
0.0000
low_veg
0.0743
0.0096
0.7594
0.1567
0.0000
0.0000
tree
0.0184
0.0046
0.0795
0.8974
0.0000
0.0000
car
0.1748
0.0047
0.0015
0.0023
0.8167
0.0000
clutter
0.9819
0.0029
0.0018
0.0134
0.0000
0.0000
Precision/Correctness
0.829
0.980
0.872
0.851
0.933
-nan
Recall/Completeness
0.971
0.964
0.759
0.897
0.817
0.000
F1
0.894
0.972
0.812
0.874
0.871
-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
0.0508
0.0103
0.0048
0.0048
0.0000
building
0.0522
0.9378
0.0071
0.0019
0.0010
0.0000
low_veg
0.1859
0.0666
0.4694
0.2755
0.0026
0.0000
tree
0.0637
0.0207
0.0476
0.8671
0.0009
0.0000
car
0.3532
0.0225
0.0036
0.0011
0.6195
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.856
0.965
0.691
0.738
0.808
--
Recall/Completeness
0.929
0.938
0.469
0.867
0.620
--
F1
0.891
0.951
0.559
0.797
0.702
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9611
0.0271
0.0076
0.0019
0.0023
0.0000
building
0.0392
0.9532
0.0059
0.0008
0.0009
0.0000
low_veg
0.1517
0.0298
0.5154
0.3018
0.0013
0.0000
tree
0.0331
0.0085
0.0425
0.9157
0.0002
0.0000
car
0.2586
0.0170
0.0023
0.0004
0.7217
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.891
0.983
0.730
0.766
0.862
--
Recall/Completeness
0.961
0.953
0.515
0.916
0.722
--
F1
0.925
0.968
0.604
0.834
0.786
--

Overall accuracy 0.933

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
0.9012
0.0488
0.0338
0.0108
0.0054
0.0000
building
0.0452
0.9373
0.0131
0.0041
0.0003
0.0000
low_veg
0.0793
0.0463
0.7395
0.1343
0.0007
0.0000
tree
0.0209
0.0048
0.0581
0.9160
0.0002
0.0000
car
0.3328
0.0155
0.0030
0.0025
0.6462
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.868
0.942
0.726
0.935
0.868
--
Recall/Completeness
0.901
0.937
0.739
0.916
0.646
--
F1
0.884
0.940
0.733
0.925
0.741
--

Overall accuracy 0.896

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
0.9380
0.0320
0.0247
0.0034
0.0019
0.0000
building
0.0357
0.9540
0.0086
0.0016
0.0002
0.0000
low_veg
0.0616
0.0295
0.7919
0.1168
0.0002
0.0000
tree
0.0100
0.0013
0.0449
0.9438
0.0001
0.0000
car
0.2303
0.0098
0.0017
0.0006
0.7575
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.907
0.967
0.774
0.956
0.941
--
Recall/Completeness
0.938
0.954
0.792
0.944
0.758
--
F1
0.922
0.960
0.783
0.950
0.839
--

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_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8764
0.0375
0.0714
0.0095
0.0052
0.0000
building
0.0304
0.9491
0.0156
0.0048
0.0001
0.0000
low_veg
0.0456
0.0160
0.8812
0.0567
0.0004
0.0000
tree
0.0263
0.0093
0.0877
0.8766
0.0001
0.0000
car
0.2873
0.0109
0.0236
0.0056
0.6726
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.910
0.927
0.785
0.932
0.865
--
Recall/Completeness
0.876
0.949
0.881
0.877
0.673
--
F1
0.893
0.938
0.830
0.903
0.757
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9055
0.0296
0.0603
0.0021
0.0026
0.0000
building
0.0217
0.9679
0.0076
0.0026
0.0001
0.0000
low_veg
0.0297
0.0075
0.9193
0.0435
0.0000
0.0000
tree
0.0102
0.0044
0.0681
0.9173
0.0000
0.0000
car
0.1832
0.0106
0.0143
0.0023
0.7896
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.947
0.951
0.827
0.958
0.924
--
Recall/Completeness
0.905
0.968
0.919
0.917
0.790
--
F1
0.926
0.959
0.871
0.937
0.852
--

Overall accuracy 0.925

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
0.8102
0.0664
0.1005
0.0204
0.0025
0.0000
building
0.0223
0.9507
0.0161
0.0108
0.0000
0.0000
low_veg
0.0759
0.0381
0.7408
0.1452
0.0000
0.0000
tree
0.0149
0.0103
0.0826
0.8920
0.0001
0.0000
car
0.2481
0.0491
0.0048
0.0143
0.6837
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.928
0.868
0.690
0.836
0.831
--
Recall/Completeness
0.810
0.951
0.741
0.892
0.684
--
F1
0.865
0.908
0.715
0.863
0.750
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8413
0.0514
0.0972
0.0089
0.0012
0.0000
building
0.0159
0.9654
0.0110
0.0078
0.0000
0.0000
low_veg
0.0715
0.0236
0.7897
0.1152
0.0000
0.0000
tree
0.0061
0.0045
0.0642
0.9252
0.0000
0.0000
car
0.1525
0.0516
0.0022
0.0092
0.7845
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.947
0.903
0.716
0.882
0.899
--
Recall/Completeness
0.841
0.965
0.790
0.925
0.785
--
F1
0.891
0.933
0.751
0.903
0.838
--

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
0.8909
0.0264
0.0488
0.0301
0.0038
0.0000
building
0.1783
0.7998
0.0169
0.0049
0.0001
0.0000
low_veg
0.0554
0.0264
0.7663
0.1518
0.0001
0.0000
tree
0.0130
0.0085
0.1104
0.8681
0.0000
0.0000
car
0.1880
0.0002
0.0037
0.0085
0.7997
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.694
0.913
0.813
0.867
0.869
--
Recall/Completeness
0.891
0.800
0.766
0.868
0.800
--
F1
0.780
0.853
0.789
0.868
0.833
--

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
0.9199
0.0229
0.0405
0.0160
0.0007
0.0000
building
0.1862
0.8049
0.0076
0.0012
0.0002
0.0000
low_veg
0.0529
0.0156
0.8024
0.1291
0.0000
0.0000
tree
0.0072
0.0030
0.0935
0.8963
0.0000
0.0000
car
0.0886
0.0002
0.0006
0.0022
0.9083
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.708
0.947
0.844
0.895
0.961
--
Recall/Completeness
0.920
0.805
0.802
0.896
0.908
--
F1
0.800
0.870
0.823
0.896
0.934
--

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
0.8146
0.0287
0.1203
0.0306
0.0058
0.0000
building
0.0122
0.9636
0.0172
0.0070
0.0000
0.0000
low_veg
0.0771
0.0489
0.7271
0.1462
0.0008
0.0000
tree
0.0275
0.0144
0.1254
0.8324
0.0002
0.0000
car
0.1386
0.0000
0.0000
0.0132
0.8482
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.856
0.877
0.718
0.860
0.588
--
Recall/Completeness
0.815
0.964
0.727
0.832
0.848
--
F1
0.835
0.918
0.722
0.846
0.695
--

Overall accuracy 0.825

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
0.8329
0.0234
0.1182
0.0204
0.0050
0.0000
building
0.0073
0.9817
0.0079
0.0031
0.0000
0.0000
low_veg
0.0720
0.0332
0.7587
0.1352
0.0008
0.0000
tree
0.0191
0.0074
0.1128
0.8606
0.0001
0.0000
car
0.0505
0.0000
0.0000
0.0101
0.9393
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.913
0.738
0.882
0.569
--
Recall/Completeness
0.833
0.982
0.759
0.861
0.939
--
F1
0.857
0.946
0.748
0.871
0.709
--

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
0.8361
0.0269
0.0872
0.0449
0.0048
0.0000
building
0.0204
0.9512
0.0185
0.0093
0.0006
0.0000
low_veg
0.0208
0.0165
0.8449
0.1176
0.0003
0.0000
tree
0.0240
0.0067
0.1367
0.8326
0.0000
0.0000
car
0.1543
0.0005
0.0022
0.0088
0.8342
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.872
0.936
0.789
0.875
0.666
--
Recall/Completeness
0.836
0.951
0.845
0.833
0.834
--
F1
0.854
0.944
0.816
0.853
0.741
--

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
0.8717
0.0212
0.0773
0.0271
0.0026
0.0000
building
0.0168
0.9714
0.0074
0.0039
0.0004
0.0000
low_veg
0.0168
0.0090
0.8693
0.1046
0.0003
0.0000
tree
0.0163
0.0025
0.1218
0.8593
0.0000
0.0000
car
0.0821
0.0000
0.0000
0.0039
0.9140
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.903
0.962
0.817
0.898
0.724
--
Recall/Completeness
0.872
0.971
0.869
0.859
0.914
--
F1
0.887
0.967
0.842
0.878
0.808
--

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
0.8528
0.0383
0.0651
0.0393
0.0045
0.0000
building
0.0201
0.9459
0.0253
0.0086
0.0000
0.0000
low_veg
0.0583
0.0226
0.7662
0.1528
0.0001
0.0000
tree
0.0078
0.0024
0.0553
0.9345
0.0001
0.0000
car
0.1518
0.0502
0.0328
0.0166
0.7486
0.0000
clutter
0.9663
0.0087
0.0245
0.0004
0.0000
0.0000
Precision/Correctness
0.794
0.920
0.785
0.908
0.763
-nan
Recall/Completeness
0.853
0.946
0.766
0.934
0.749
0.000
F1
0.822
0.933
0.775
0.921
0.756
-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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8850
0.0294
0.0612
0.0217
0.0026
0.0000
building
0.0178
0.9577
0.0198
0.0047
0.0000
0.0000
low_veg
0.0515
0.0105
0.8144
0.1236
0.0000
0.0000
tree
0.0029
0.0005
0.0428
0.9538
0.0000
0.0000
car
0.0769
0.0562
0.0255
0.0068
0.8346
0.0000
clutter
0.9702
0.0087
0.0211
0.0000
0.0000
0.0000
Precision/Correctness
0.811
0.950
0.815
0.934
0.820
-nan
Recall/Completeness
0.885
0.958
0.814
0.954
0.835
0.000
F1
0.846
0.954
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
0.8874
0.0268
0.0469
0.0320
0.0069
0.0000
building
0.0184
0.9629
0.0127
0.0059
0.0000
0.0000
low_veg
0.0984
0.0401
0.7210
0.1404
0.0002
0.0000
tree
0.0213
0.0047
0.0684
0.9056
0.0001
0.0000
car
0.2872
0.0044
0.0161
0.0175
0.6748
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.897
0.905
0.797
0.868
0.765
--
Recall/Completeness
0.887
0.963
0.721
0.906
0.675
--
F1
0.892
0.933
0.757
0.886
0.717
--

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
0.9225
0.0177
0.0398
0.0157
0.0043
0.0000
building
0.0124
0.9794
0.0062
0.0021
0.0000
0.0000
low_veg
0.0951
0.0252
0.7665
0.1132
0.0000
0.0000
tree
0.0083
0.0013
0.0520
0.9385
0.0000
0.0000
car
0.1962
0.0037
0.0127
0.0052
0.7822
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.923
0.941
0.838
0.907
0.817
--
Recall/Completeness
0.922
0.979
0.766
0.938
0.782
--
F1
0.923
0.960
0.800
0.922
0.799
--

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
0.8314
0.0430
0.0846
0.0338
0.0072
0.0000
building
0.0579
0.9017
0.0256
0.0148
0.0000
0.0000
low_veg
0.0250
0.0238
0.8688
0.0824
0.0000
0.0000
tree
0.0188
0.0094
0.1620
0.8098
0.0000
0.0000
car
0.1835
0.0000
0.0198
0.0062
0.7905
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.820
0.902
0.860
0.832
0.738
--
Recall/Completeness
0.831
0.902
0.869
0.810
0.791
--
F1
0.825
0.902
0.864
0.821
0.763
--

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
0.8627
0.0327
0.0764
0.0233
0.0048
0.0000
building
0.0546
0.9140
0.0190
0.0124
0.0000
0.0000
low_veg
0.0212
0.0182
0.8883
0.0723
0.0000
0.0000
tree
0.0119
0.0050
0.1401
0.8429
0.0000
0.0000
car
0.1035
0.0000
0.0081
0.0013
0.8871
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.846
0.928
0.882
0.854
0.774
--
Recall/Completeness
0.863
0.914
0.888
0.843
0.887
--
F1
0.854
0.921
0.885
0.848
0.827
--

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
0.9381
0.0249
0.0209
0.0074
0.0086
0.0000
building
0.0569
0.9227
0.0153
0.0048
0.0002
0.0000
low_veg
0.0772
0.0290
0.6958
0.1973
0.0007
0.0000
tree
0.0131
0.0068
0.0506
0.9291
0.0003
0.0000
car
0.2990
0.0081
0.0101
0.0055
0.6774
0.0000
clutter
0.7864
0.0453
0.1150
0.0126
0.0408
0.0000
Precision/Correctness
0.862
0.956
0.885
0.685
0.877
-nan
Recall/Completeness
0.938
0.923
0.696
0.929
0.677
0.000
F1
0.898
0.939
0.779
0.788
0.764
-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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9648
0.0155
0.0145
0.0026
0.0026
0.0000
building
0.0451
0.9431
0.0095
0.0022
0.0001
0.0000
low_veg
0.0575
0.0136
0.7421
0.1866
0.0002
0.0000
tree
0.0055
0.0025
0.0343
0.9576
0.0001
0.0000
car
0.1966
0.0055
0.0077
0.0038
0.7864
0.0000
clutter
0.8083
0.0353
0.1044
0.0085
0.0434
0.0000
Precision/Correctness
0.900
0.977
0.922
0.716
0.950
-nan
Recall/Completeness
0.965
0.943
0.742
0.958
0.786
0.000
F1
0.931
0.960
0.822
0.820
0.861
-nan

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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9409
0.0183
0.0229
0.0131
0.0048
0.0000
building
0.0398
0.9423
0.0115
0.0062
0.0001
0.0000
low_veg
0.0717
0.0262
0.6099
0.2919
0.0004
0.0000
tree
0.0053
0.0034
0.0225
0.9688
0.0000
0.0000
car
0.2919
0.0037
0.0074
0.0119
0.6851
0.0000
clutter
0.6370
0.2825
0.0319
0.0139
0.0347
0.0000
Precision/Correctness
0.899
0.926
0.847
0.675
0.744
-nan
Recall/Completeness
0.941
0.942
0.610
0.969
0.685
0.000
F1
0.920
0.934
0.709
0.796
0.713
-nan

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9632
0.0111
0.0170
0.0055
0.0032
0.0000
building
0.0347
0.9554
0.0067
0.0030
0.0001
0.0000
low_veg
0.0486
0.0115
0.6594
0.2804
0.0001
0.0000
tree
0.0010
0.0010
0.0161
0.9819
0.0000
0.0000
car
0.1987
0.0010
0.0063
0.0081
0.7859
0.0000
clutter
0.6349
0.2965
0.0244
0.0064
0.0378
0.0000
Precision/Correctness
0.921
0.949
0.886
0.714
0.767
-nan
Recall/Completeness
0.963
0.955
0.659
0.982
0.786
0.000
F1
0.942
0.952
0.756
0.827
0.776
-nan

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9689
0.0104
0.0120
0.0036
0.0051
0.0000
building
0.0450
0.9417
0.0097
0.0022
0.0014
0.0000
low_veg
0.0587
0.0030
0.9075
0.0298
0.0009
0.0000
tree
0.0420
0.0043
0.1073
0.8455
0.0009
0.0000
car
0.1991
0.1951
0.0214
0.0070
0.5774
0.0000
clutter
0.4799
0.3979
0.0836
0.0097
0.0289
0.0000
Precision/Correctness
0.884
0.911
0.854
0.932
0.853
-nan
Recall/Completeness
0.969
0.942
0.907
0.846
0.577
0.000
F1
0.925
0.926
0.880
0.887
0.689
-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
0.9838
0.0056
0.0084
0.0005
0.0017
0.0000
building
0.0342
0.9600
0.0039
0.0006
0.0013
0.0000
low_veg
0.0365
0.0006
0.9393
0.0235
0.0001
0.0000
tree
0.0168
0.0008
0.0868
0.8954
0.0002
0.0000
car
0.1131
0.2207
0.0153
0.0027
0.6481
0.0000
clutter
0.4310
0.4452
0.0880
0.0037
0.0321
0.0000
Precision/Correctness
0.920
0.926
0.892
0.960
0.900
-nan
Recall/Completeness
0.984
0.960
0.939
0.895
0.648
0.000
F1
0.951
0.943
0.915
0.927
0.754
-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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9818
0.0052
0.0076
0.0033
0.0021
0.0000
building
0.0629
0.9070
0.0221
0.0051
0.0029
0.0000
low_veg
0.0916
0.0120
0.8225
0.0733
0.0005
0.0000
tree
0.0462
0.0058
0.1378
0.8100
0.0001
0.0000
car
0.3344
0.0101
0.0079
0.0060
0.6417
0.0000
clutter
0.7682
0.1593
0.0062
0.0002
0.0661
0.0000
Precision/Correctness
0.820
0.952
0.839
0.857
0.609
-nan
Recall/Completeness
0.982
0.907
0.823
0.810
0.642
0.000
F1
0.894
0.929
0.831
0.833
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
0.9929
0.0023
0.0031
0.0008
0.0009
0.0000
building
0.0544
0.9214
0.0180
0.0036
0.0026
0.0000
low_veg
0.0599
0.0046
0.8613
0.0740
0.0002
0.0000
tree
0.0198
0.0015
0.1267
0.8520
0.0000
0.0000
car
0.2145
0.0073
0.0042
0.0050
0.7690
0.0000
clutter
0.7525
0.1688
0.0054
0.0000
0.0732
0.0000
Precision/Correctness
0.850
0.964
0.868
0.873
0.614
-nan
Recall/Completeness
0.993
0.921
0.861
0.852
0.769
0.000
F1
0.916
0.942
0.864
0.863
0.683
-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
0.8662
0.0361
0.0736
0.0217
0.0024
0.0000
building
0.0409
0.9338
0.0203
0.0046
0.0003
0.0000
low_veg
0.0487
0.0162
0.7164
0.2187
0.0000
0.0000
tree
0.0306
0.0070
0.1089
0.8533
0.0002
0.0000
car
0.2758
0.0473
0.0120
0.0110
0.6539
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.871
0.943
0.782
0.766
0.870
--
Recall/Completeness
0.866
0.934
0.716
0.853
0.654
--
F1
0.869
0.938
0.748
0.807
0.747
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9140
0.0300
0.0502
0.0053
0.0005
0.0000
building
0.0298
0.9597
0.0094
0.0007
0.0003
0.0000
low_veg
0.0352
0.0067
0.7467
0.2114
0.0000
0.0000
tree
0.0102
0.0018
0.0827
0.9053
0.0001
0.0000
car
0.1778
0.0558
0.0085
0.0048
0.7531
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.917
0.965
0.843
0.795
0.951
--
Recall/Completeness
0.914
0.960
0.747
0.905
0.753
--
F1
0.915
0.962
0.792
0.847
0.840
--

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
0.9117
0.0234
0.0491
0.0128
0.0030
0.0000
building
0.0273
0.9328
0.0342
0.0050
0.0006
0.0000
low_veg
0.0390
0.0165
0.8611
0.0832
0.0003
0.0000
tree
0.0261
0.0060
0.1159
0.8518
0.0001
0.0000
car
0.2604
0.0394
0.0591
0.0065
0.6346
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.906
0.950
0.843
0.856
0.850
--
Recall/Completeness
0.912
0.933
0.861
0.852
0.635
--
F1
0.909
0.941
0.852
0.854
0.727
--

Overall accuracy 0.889

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9404
0.0199
0.0348
0.0039
0.0010
0.0000
building
0.0195
0.9574
0.0204
0.0021
0.0005
0.0000
low_veg
0.0222
0.0088
0.9009
0.0679
0.0001
0.0000
tree
0.0095
0.0021
0.0911
0.8973
0.0000
0.0000
car
0.1686
0.0449
0.0504
0.0024
0.7337
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.946
0.967
0.885
0.893
0.924
--
Recall/Completeness
0.940
0.957
0.901
0.897
0.734
--
F1
0.943
0.962
0.893
0.895
0.818
--

Overall accuracy 0.924

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image