Detailled semantic labeling (2D) result


Name S. Piramanayagam et al.
Affiliation RIT, USA
Abbreviation RIT_2
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
0.878
0.051
0.038
0.024
0.008
0.000
building
0.048
0.923
0.021
0.007
0.001
0.000
low_veg
0.057
0.047
0.737
0.158
0.000
0.000
tree
0.023
0.011
0.083
0.883
0.000
0.000
car
0.432
0.067
0.015
0.014
0.472
0.000
clutter
0.506
0.405
0.018
0.015
0.057
0.000
Precision/Correctness
0.858
0.884
0.819
0.823
0.660
-nan
Recall/Completeness
0.878
0.923
0.737
0.883
0.472
0.000
F1
0.868
0.903
0.776
0.852
0.550
-nan

Overall accuracy 0.847

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
0.911
0.039
0.032
0.013
0.005
0.000
building
0.043
0.937
0.017
0.003
0.001
0.000
low_veg
0.045
0.032
0.781
0.141
0.000
0.000
tree
0.012
0.005
0.069
0.914
0.000
0.000
car
0.376
0.071
0.011
0.009
0.533
0.000
clutter
0.491
0.426
0.015
0.007
0.061
0.000
Precision/Correctness
0.889
0.916
0.850
0.857
0.716
-nan
Recall/Completeness
0.911
0.937
0.781
0.914
0.533
0.000
F1
0.900
0.926
0.814
0.884
0.611
-nan

Overall accuracy 0.880
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9260
0.0205
0.0205
0.0235
0.0095
0.0000
building
0.0428
0.9366
0.0152
0.0052
0.0002
0.0000
low_veg
0.0839
0.0426
0.6772
0.1962
0.0002
0.0000
tree
0.0302
0.0095
0.0804
0.8795
0.0003
0.0000
car
0.5122
0.0121
0.0045
0.0071
0.4640
0.0000
clutter
0.9571
0.0000
0.0043
0.0386
0.0000
0.0000
Precision/Correctness
0.785
0.922
0.853
0.795
0.740
-nan
Recall/Completeness
0.926
0.937
0.677
0.880
0.464
0.000
F1
0.850
0.929
0.755
0.835
0.570
-nan

Overall accuracy 0.832

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
0.9578
0.0134
0.0126
0.0104
0.0059
0.0000
building
0.0368
0.9532
0.0079
0.0018
0.0002
0.0000
low_veg
0.0682
0.0265
0.7190
0.1862
0.0001
0.0000
tree
0.0141
0.0049
0.0710
0.9098
0.0002
0.0000
car
0.4473
0.0106
0.0025
0.0021
0.5375
0.0000
clutter
0.9799
0.0000
0.0035
0.0166
0.0000
0.0000
Precision/Correctness
0.816
0.953
0.883
0.826
0.806
-nan
Recall/Completeness
0.958
0.953
0.719
0.910
0.538
0.000
F1
0.881
0.953
0.793
0.866
0.645
-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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8845
0.0919
0.0074
0.0091
0.0070
0.0000
building
0.0637
0.9252
0.0076
0.0024
0.0012
0.0000
low_veg
0.1847
0.1090
0.4456
0.2595
0.0012
0.0000
tree
0.0478
0.0295
0.0545
0.8681
0.0001
0.0000
car
0.5395
0.0610
0.0090
0.0054
0.3850
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.827
0.939
0.685
0.727
0.666
--
Recall/Completeness
0.885
0.925
0.446
0.868
0.385
--
F1
0.855
0.932
0.540
0.791
0.488
--

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9265
0.0586
0.0057
0.0053
0.0039
0.0000
building
0.0533
0.9376
0.0069
0.0010
0.0012
0.0000
low_veg
0.1516
0.0623
0.4992
0.2864
0.0005
0.0000
tree
0.0193
0.0136
0.0545
0.9125
0.0000
0.0000
car
0.5069
0.0462
0.0082
0.0028
0.4358
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.857
0.964
0.707
0.759
0.720
--
Recall/Completeness
0.927
0.938
0.499
0.913
0.436
--
F1
0.891
0.951
0.585
0.829
0.543
--

Overall accuracy 0.909

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8450
0.0831
0.0417
0.0227
0.0075
0.0000
building
0.0435
0.9397
0.0120
0.0046
0.0002
0.0000
low_veg
0.0931
0.0540
0.6807
0.1716
0.0006
0.0000
tree
0.0186
0.0080
0.0442
0.9292
0.0001
0.0000
car
0.5311
0.0754
0.0101
0.0098
0.3736
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.849
0.911
0.725
0.912
0.747
--
Recall/Completeness
0.845
0.940
0.681
0.929
0.374
--
F1
0.847
0.925
0.702
0.921
0.498
--

Overall accuracy 0.875

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8930
0.0580
0.0346
0.0110
0.0034
0.0000
building
0.0376
0.9520
0.0085
0.0018
0.0000
0.0000
low_veg
0.0784
0.0306
0.7431
0.1476
0.0003
0.0000
tree
0.0091
0.0033
0.0339
0.9537
0.0000
0.0000
car
0.5018
0.0601
0.0088
0.0062
0.4231
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.945
0.769
0.941
0.852
--
Recall/Completeness
0.893
0.952
0.743
0.954
0.423
--
F1
0.888
0.948
0.756
0.947
0.565
--

Overall accuracy 0.911

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
0.8594
0.0413
0.0694
0.0201
0.0097
0.0000
building
0.0259
0.9542
0.0146
0.0052
0.0002
0.0000
low_veg
0.0499
0.0275
0.8633
0.0586
0.0006
0.0000
tree
0.0273
0.0119
0.0833
0.8774
0.0001
0.0000
car
0.4923
0.0256
0.0304
0.0108
0.4409
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.898
0.911
0.788
0.916
0.698
--
Recall/Completeness
0.859
0.954
0.863
0.877
0.441
--
F1
0.878
0.932
0.824
0.896
0.540
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8942
0.0305
0.0599
0.0094
0.0061
0.0000
building
0.0196
0.9699
0.0081
0.0024
0.0001
0.0000
low_veg
0.0333
0.0152
0.9080
0.0433
0.0002
0.0000
tree
0.0130
0.0060
0.0655
0.9154
0.0000
0.0000
car
0.4440
0.0199
0.0235
0.0070
0.5055
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.933
0.942
0.828
0.948
0.767
--
Recall/Completeness
0.894
0.970
0.908
0.915
0.505
--
F1
0.913
0.956
0.866
0.932
0.609
--

Overall accuracy 0.915

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8013
0.1190
0.0492
0.0264
0.0041
0.0000
building
0.0328
0.9396
0.0133
0.0143
0.0001
0.0000
low_veg
0.0752
0.0572
0.6884
0.1790
0.0002
0.0000
tree
0.0226
0.0131
0.0794
0.8849
0.0001
0.0000
car
0.4823
0.0448
0.0026
0.0217
0.4486
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.912
0.794
0.761
0.802
0.660
--
Recall/Completeness
0.801
0.940
0.688
0.885
0.449
--
F1
0.853
0.860
0.723
0.841
0.534
--

Overall accuracy 0.829

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
0.8344
0.1048
0.0436
0.0144
0.0028
0.0000
building
0.0270
0.9537
0.0088
0.0105
0.0000
0.0000
low_veg
0.0718
0.0389
0.7389
0.1503
0.0001
0.0000
tree
0.0110
0.0071
0.0618
0.9201
0.0000
0.0000
car
0.4322
0.0465
0.0013
0.0169
0.5031
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.933
0.826
0.800
0.846
0.710
--
Recall/Completeness
0.834
0.954
0.739
0.920
0.503
--
F1
0.881
0.885
0.768
0.881
0.589
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8604
0.0479
0.0464
0.0396
0.0058
0.0000
building
0.0674
0.9109
0.0134
0.0083
0.0000
0.0000
low_veg
0.0373
0.0461
0.7208
0.1954
0.0003
0.0000
tree
0.0106
0.0132
0.0956
0.8806
0.0000
0.0000
car
0.3753
0.0048
0.0032
0.0316
0.5850
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.806
0.874
0.824
0.836
0.761
--
Recall/Completeness
0.860
0.911
0.721
0.881
0.585
--
F1
0.832
0.892
0.769
0.858
0.662
--

Overall accuracy 0.836

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
0.8898
0.0430
0.0415
0.0230
0.0027
0.0000
building
0.0691
0.9203
0.0078
0.0028
0.0000
0.0000
low_veg
0.0350
0.0301
0.7645
0.1702
0.0002
0.0000
tree
0.0049
0.0065
0.0818
0.9068
0.0000
0.0000
car
0.2955
0.0033
0.0034
0.0188
0.6791
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.829
0.913
0.851
0.866
0.851
--
Recall/Completeness
0.890
0.920
0.764
0.907
0.679
--
F1
0.858
0.917
0.806
0.886
0.755
--

Overall accuracy 0.866

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8266
0.0490
0.0852
0.0346
0.0046
0.0000
building
0.0073
0.9698
0.0136
0.0093
0.0000
0.0000
low_veg
0.0641
0.0786
0.6876
0.1696
0.0001
0.0000
tree
0.0239
0.0204
0.0890
0.8668
0.0000
0.0000
car
0.2334
0.0000
0.0000
0.0268
0.7397
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.879
0.817
0.772
0.846
0.645
--
Recall/Completeness
0.827
0.970
0.688
0.867
0.740
--
F1
0.852
0.887
0.727
0.856
0.689
--

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_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8478
0.0429
0.0830
0.0230
0.0032
0.0000
building
0.0040
0.9849
0.0070
0.0041
0.0000
0.0000
low_veg
0.0596
0.0599
0.7251
0.1553
0.0001
0.0000
tree
0.0165
0.0118
0.0800
0.8918
0.0000
0.0000
car
0.1605
0.0000
0.0000
0.0227
0.8168
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.902
0.856
0.791
0.871
0.677
--
Recall/Completeness
0.848
0.985
0.725
0.892
0.817
--
F1
0.874
0.916
0.757
0.881
0.741
--

Overall accuracy 0.856

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8242
0.0423
0.0697
0.0600
0.0038
0.0000
building
0.0175
0.9310
0.0400
0.0115
0.0000
0.0000
low_veg
0.0172
0.0278
0.8301
0.1249
0.0000
0.0000
tree
0.0215
0.0088
0.1067
0.8631
0.0000
0.0000
car
0.4019
0.0111
0.0171
0.0332
0.5366
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.882
0.902
0.812
0.867
0.673
--
Recall/Completeness
0.824
0.931
0.830
0.863
0.537
--
F1
0.852
0.916
0.821
0.865
0.597
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8619
0.0343
0.0634
0.0382
0.0022
0.0000
building
0.0149
0.9471
0.0331
0.0048
0.0000
0.0000
low_veg
0.0131
0.0183
0.8593
0.1093
0.0000
0.0000
tree
0.0142
0.0037
0.0945
0.8876
0.0000
0.0000
car
0.3529
0.0065
0.0121
0.0223
0.6062
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.913
0.934
0.835
0.893
0.745
--
Recall/Completeness
0.862
0.947
0.859
0.888
0.606
--
F1
0.887
0.941
0.847
0.890
0.669
--

Overall accuracy 0.886

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
0.8298
0.0620
0.0536
0.0491
0.0055
0.0000
building
0.0175
0.9488
0.0263
0.0072
0.0001
0.0000
low_veg
0.0366
0.0475
0.7350
0.1808
0.0001
0.0000
tree
0.0091
0.0048
0.0495
0.9365
0.0000
0.0000
car
0.4467
0.0164
0.0419
0.0321
0.4629
0.0000
clutter
0.0397
0.9406
0.0138
0.0059
0.0000
0.0000
Precision/Correctness
0.910
0.759
0.798
0.892
0.626
-nan
Recall/Completeness
0.830
0.949
0.735
0.937
0.463
0.000
F1
0.868
0.844
0.765
0.914
0.532
-nan

Overall accuracy 0.851

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
0.8635
0.0515
0.0525
0.0285
0.0039
0.0000
building
0.0159
0.9579
0.0232
0.0029
0.0001
0.0000
low_veg
0.0303
0.0304
0.7901
0.1491
0.0000
0.0000
tree
0.0038
0.0017
0.0389
0.9556
0.0000
0.0000
car
0.4075
0.0133
0.0362
0.0198
0.5232
0.0000
clutter
0.0350
0.9522
0.0109
0.0019
0.0000
0.0000
Precision/Correctness
0.935
0.785
0.825
0.922
0.658
-nan
Recall/Completeness
0.864
0.958
0.790
0.956
0.523
0.000
F1
0.898
0.863
0.807
0.938
0.583
-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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8828
0.0395
0.0315
0.0391
0.0071
0.0000
building
0.0206
0.9608
0.0094
0.0091
0.0000
0.0000
low_veg
0.0848
0.0658
0.6851
0.1641
0.0002
0.0000
tree
0.0248
0.0089
0.0574
0.9088
0.0000
0.0000
car
0.4317
0.0052
0.0132
0.0314
0.5185
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.896
0.857
0.829
0.846
0.709
--
Recall/Completeness
0.883
0.961
0.685
0.909
0.519
--
F1
0.889
0.906
0.750
0.876
0.599
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9188
0.0285
0.0267
0.0217
0.0043
0.0000
building
0.0152
0.9753
0.0048
0.0047
0.0000
0.0000
low_veg
0.0808
0.0470
0.7370
0.1351
0.0001
0.0000
tree
0.0107
0.0041
0.0425
0.9427
0.0000
0.0000
car
0.3593
0.0033
0.0113
0.0221
0.6040
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.924
0.900
0.868
0.887
0.777
--
Recall/Completeness
0.919
0.975
0.737
0.943
0.604
--
F1
0.921
0.936
0.797
0.914
0.680
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7856
0.0705
0.0983
0.0387
0.0069
0.0000
building
0.0660
0.8903
0.0333
0.0105
0.0000
0.0000
low_veg
0.0201
0.0300
0.8689
0.0809
0.0000
0.0000
tree
0.0153
0.0131
0.1399
0.8316
0.0001
0.0000
car
0.5273
0.0010
0.0197
0.0027
0.4493
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.811
0.866
0.864
0.838
0.624
--
Recall/Completeness
0.786
0.890
0.869
0.832
0.449
--
F1
0.798
0.878
0.867
0.835
0.523
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8188
0.0573
0.0928
0.0265
0.0046
0.0000
building
0.0660
0.8993
0.0276
0.0070
0.0000
0.0000
low_veg
0.0170
0.0228
0.8910
0.0693
0.0000
0.0000
tree
0.0092
0.0077
0.1191
0.8640
0.0000
0.0000
car
0.4779
0.0000
0.0145
0.0006
0.5070
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.834
0.897
0.885
0.863
0.672
--
Recall/Completeness
0.819
0.899
0.891
0.864
0.507
--
F1
0.826
0.898
0.888
0.864
0.578
--

Overall accuracy 0.875

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9024
0.0457
0.0219
0.0105
0.0195
0.0000
building
0.0661
0.9086
0.0197
0.0054
0.0002
0.0000
low_veg
0.0830
0.0474
0.6455
0.2224
0.0017
0.0000
tree
0.0129
0.0081
0.0377
0.9407
0.0006
0.0000
car
0.4724
0.0278
0.0077
0.0082
0.4839
0.0000
clutter
0.6010
0.2225
0.1388
0.0080
0.0297
0.0000
Precision/Correctness
0.834
0.924
0.874
0.658
0.700
-nan
Recall/Completeness
0.902
0.909
0.645
0.941
0.484
0.000
F1
0.867
0.916
0.742
0.774
0.572
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9375
0.0303
0.0164
0.0052
0.0106
0.0000
building
0.0579
0.9237
0.0160
0.0022
0.0001
0.0000
low_veg
0.0642
0.0270
0.6975
0.2103
0.0010
0.0000
tree
0.0055
0.0038
0.0251
0.9655
0.0002
0.0000
car
0.4184
0.0252
0.0055
0.0054
0.5454
0.0000
clutter
0.6044
0.2242
0.1296
0.0035
0.0384
0.0000
Precision/Correctness
0.868
0.954
0.905
0.690
0.783
-nan
Recall/Completeness
0.938
0.924
0.698
0.965
0.545
0.000
F1
0.902
0.939
0.788
0.805
0.643
-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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9174
0.0362
0.0207
0.0185
0.0074
0.0000
building
0.0288
0.9531
0.0106
0.0075
0.0000
0.0000
low_veg
0.0817
0.0467
0.5419
0.3290
0.0007
0.0000
tree
0.0064
0.0036
0.0235
0.9665
0.0000
0.0000
car
0.3715
0.0598
0.0050
0.0176
0.5460
0.0000
clutter
0.4295
0.4785
0.0185
0.0212
0.0523
0.0000
Precision/Correctness
0.910
0.873
0.844
0.640
0.605
-nan
Recall/Completeness
0.917
0.953
0.542
0.966
0.546
0.000
F1
0.914
0.911
0.660
0.770
0.574
-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
0.9440
0.0254
0.0162
0.0099
0.0045
0.0000
building
0.0244
0.9641
0.0075
0.0039
0.0000
0.0000
low_veg
0.0565
0.0270
0.5962
0.3200
0.0003
0.0000
tree
0.0017
0.0011
0.0180
0.9792
0.0000
0.0000
car
0.3009
0.0626
0.0047
0.0135
0.6183
0.0000
clutter
0.4165
0.5006
0.0163
0.0113
0.0553
0.0000
Precision/Correctness
0.933
0.904
0.876
0.677
0.645
-nan
Recall/Completeness
0.944
0.964
0.596
0.979
0.618
0.000
F1
0.939
0.933
0.710
0.801
0.631
-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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9466
0.0212
0.0089
0.0077
0.0156
0.0000
building
0.0807
0.9064
0.0076
0.0036
0.0017
0.0000
low_veg
0.0518
0.0124
0.8952
0.0399
0.0007
0.0000
tree
0.0452
0.0077
0.0777
0.8671
0.0022
0.0000
car
0.2593
0.2210
0.0173
0.0187
0.4836
0.0000
clutter
0.5038
0.3445
0.0361
0.0161
0.0995
0.0000
Precision/Correctness
0.857
0.892
0.892
0.898
0.629
-nan
Recall/Completeness
0.947
0.906
0.895
0.867
0.484
0.000
F1
0.900
0.899
0.893
0.882
0.547
-nan

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_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9700
0.0128
0.0061
0.0027
0.0085
0.0000
building
0.0720
0.9220
0.0039
0.0010
0.0012
0.0000
low_veg
0.0317
0.0066
0.9317
0.0297
0.0003
0.0000
tree
0.0203
0.0024
0.0658
0.9107
0.0009
0.0000
car
0.2029
0.2492
0.0117
0.0118
0.5243
0.0000
clutter
0.4589
0.3885
0.0340
0.0081
0.1105
0.0000
Precision/Correctness
0.888
0.914
0.920
0.940
0.678
-nan
Recall/Completeness
0.970
0.922
0.932
0.911
0.524
0.000
F1
0.927
0.918
0.926
0.925
0.591
-nan

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9494
0.0335
0.0077
0.0046
0.0049
0.0000
building
0.1276
0.7906
0.0729
0.0048
0.0041
0.0000
low_veg
0.1121
0.0349
0.7224
0.1298
0.0009
0.0000
tree
0.0572
0.0137
0.1290
0.8000
0.0000
0.0000
car
0.4639
0.0748
0.0120
0.0044
0.4448
0.0000
clutter
0.5444
0.3584
0.0044
0.0002
0.0926
0.0000
Precision/Correctness
0.793
0.851
0.745
0.783
0.409
-nan
Recall/Completeness
0.949
0.791
0.722
0.800
0.445
0.000
F1
0.864
0.820
0.734
0.792
0.426
-nan

Overall accuracy 0.795

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
0.9676
0.0248
0.0039
0.0014
0.0023
0.0000
building
0.1246
0.7964
0.0724
0.0026
0.0041
0.0000
low_veg
0.0810
0.0224
0.7631
0.1329
0.0006
0.0000
tree
0.0298
0.0064
0.1221
0.8417
0.0000
0.0000
car
0.4079
0.0822
0.0074
0.0022
0.5004
0.0000
clutter
0.5190
0.3735
0.0035
0.0001
0.1039
0.0000
Precision/Correctness
0.818
0.879
0.762
0.801
0.402
-nan
Recall/Completeness
0.968
0.796
0.763
0.842
0.500
0.000
F1
0.887
0.836
0.763
0.821
0.446
-nan

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8124
0.0663
0.0670
0.0490
0.0052
0.0000
building
0.0337
0.9409
0.0174
0.0080
0.0000
0.0000
low_veg
0.0468
0.0392
0.6508
0.2631
0.0000
0.0000
tree
0.0423
0.0121
0.0972
0.8479
0.0005
0.0000
car
0.4455
0.0337
0.0030
0.0205
0.4972
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.858
0.895
0.785
0.713
0.724
--
Recall/Completeness
0.812
0.941
0.651
0.848
0.497
--
F1
0.834
0.917
0.712
0.775
0.589
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8683
0.0539
0.0489
0.0257
0.0032
0.0000
building
0.0270
0.9600
0.0104
0.0026
0.0000
0.0000
low_veg
0.0351
0.0220
0.6898
0.2531
0.0000
0.0000
tree
0.0214
0.0048
0.0784
0.8951
0.0003
0.0000
car
0.3775
0.0293
0.0015
0.0143
0.5774
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.902
0.931
0.837
0.747
0.797
--
Recall/Completeness
0.868
0.960
0.690
0.895
0.577
--
F1
0.885
0.945
0.756
0.815
0.670
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8904
0.0376
0.0407
0.0241
0.0072
0.0000
building
0.0301
0.9168
0.0445
0.0077
0.0009
0.0000
low_veg
0.0503
0.0653
0.7774
0.1066
0.0004
0.0000
tree
0.0297
0.0088
0.1039
0.8574
0.0003
0.0000
car
0.3972
0.0605
0.0467
0.0194
0.4762
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.884
0.883
0.835
0.813
0.662
--
Recall/Completeness
0.890
0.917
0.777
0.857
0.476
--
F1
0.887
0.900
0.805
0.835
0.554
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9238
0.0304
0.0303
0.0114
0.0042
0.0000
building
0.0248
0.9356
0.0352
0.0037
0.0007
0.0000
low_veg
0.0332
0.0556
0.8238
0.0872
0.0002
0.0000
tree
0.0130
0.0039
0.0857
0.8972
0.0001
0.0000
car
0.3467
0.0657
0.0398
0.0094
0.5384
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.923
0.909
0.870
0.858
0.739
--
Recall/Completeness
0.924
0.936
0.824
0.897
0.538
--
F1
0.923
0.922
0.846
0.877
0.623
--

Overall accuracy 0.892

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image