Detailled semantic labeling (2D) result


Name S. Piramanayagam et al.
Affiliation RIT, USA
Abbreviation RIT_4
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
0.896
0.031
0.050
0.020
0.003
0.000
building
0.081
0.892
0.017
0.008
0.001
0.000
low_veg
0.095
0.029
0.723
0.152
0.001
0.000
tree
0.022
0.007
0.098
0.873
0.000
0.000
car
0.431
0.061
0.015
0.010
0.483
0.000
clutter
0.748
0.155
0.040
0.019
0.038
0.000
Precision/Correctness
0.809
0.925
0.792
0.829
0.808
-nan
Recall/Completeness
0.896
0.892
0.723
0.873
0.483
0.000
F1
0.850
0.908
0.756
0.850
0.605
-nan

Overall accuracy 0.839

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
0.926
0.022
0.041
0.010
0.001
0.000
building
0.073
0.909
0.012
0.005
0.001
0.000
low_veg
0.084
0.017
0.761
0.137
0.001
0.000
tree
0.012
0.003
0.081
0.904
0.000
0.000
car
0.332
0.071
0.011
0.006
0.580
0.000
clutter
0.745
0.163
0.040
0.011
0.041
0.000
Precision/Correctness
0.838
0.951
0.830
0.859
0.842
-nan
Recall/Completeness
0.926
0.909
0.761
0.904
0.580
0.000
F1
0.880
0.930
0.794
0.881
0.687
-nan

Overall accuracy 0.870
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9305
0.0147
0.0338
0.0179
0.0032
0.0000
building
0.0467
0.9315
0.0170
0.0046
0.0002
0.0000
low_veg
0.1648
0.0337
0.6344
0.1668
0.0003
0.0000
tree
0.0338
0.0102
0.0870
0.8690
0.0000
0.0000
car
0.5082
0.0139
0.0090
0.0056
0.4633
0.0000
clutter
0.7806
0.0067
0.1449
0.0677
0.0000
0.0000
Precision/Correctness
0.740
0.935
0.809
0.818
0.887
-nan
Recall/Completeness
0.931
0.931
0.634
0.869
0.463
0.000
F1
0.824
0.933
0.711
0.843
0.609
-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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9600
0.0102
0.0216
0.0063
0.0020
0.0000
building
0.0364
0.9509
0.0107
0.0018
0.0002
0.0000
low_veg
0.1541
0.0209
0.6644
0.1602
0.0003
0.0000
tree
0.0200
0.0061
0.0758
0.8981
0.0000
0.0000
car
0.3985
0.0173
0.0067
0.0022
0.5752
0.0000
clutter
0.8044
0.0067
0.1497
0.0391
0.0000
0.0000
Precision/Correctness
0.769
0.960
0.842
0.845
0.918
-nan
Recall/Completeness
0.960
0.951
0.664
0.898
0.575
0.000
F1
0.854
0.955
0.743
0.871
0.707
-nan

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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9100
0.0719
0.0105
0.0051
0.0025
0.0000
building
0.0867
0.9035
0.0054
0.0039
0.0006
0.0000
low_veg
0.3220
0.0826
0.3022
0.2928
0.0005
0.0000
tree
0.0625
0.0155
0.0878
0.8334
0.0008
0.0000
car
0.5645
0.0264
0.0039
0.0016
0.4036
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.782
0.952
0.566
0.705
0.841
--
Recall/Completeness
0.910
0.903
0.302
0.833
0.404
--
F1
0.841
0.927
0.394
0.764
0.546
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9441
0.0444
0.0077
0.0022
0.0016
0.0000
building
0.0746
0.9178
0.0044
0.0026
0.0006
0.0000
low_veg
0.3007
0.0479
0.3284
0.3224
0.0006
0.0000
tree
0.0347
0.0054
0.0842
0.8753
0.0003
0.0000
car
0.4796
0.0216
0.0030
0.0003
0.4956
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.811
0.973
0.599
0.732
0.868
--
Recall/Completeness
0.944
0.918
0.328
0.875
0.496
--
F1
0.872
0.945
0.424
0.797
0.631
--

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8834
0.0441
0.0548
0.0142
0.0034
0.0000
building
0.0756
0.8998
0.0192
0.0048
0.0006
0.0000
low_veg
0.0910
0.0395
0.6912
0.1778
0.0005
0.0000
tree
0.0129
0.0032
0.0723
0.9115
0.0001
0.0000
car
0.4982
0.0152
0.0100
0.0095
0.4672
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.829
0.947
0.641
0.915
0.869
--
Recall/Completeness
0.883
0.900
0.691
0.911
0.467
--
F1
0.855
0.923
0.665
0.913
0.608
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9227
0.0275
0.0430
0.0050
0.0017
0.0000
building
0.0646
0.9188
0.0138
0.0022
0.0005
0.0000
low_veg
0.0784
0.0238
0.7363
0.1611
0.0004
0.0000
tree
0.0050
0.0009
0.0573
0.9368
0.0000
0.0000
car
0.3966
0.0131
0.0084
0.0057
0.5762
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.864
0.970
0.687
0.940
0.915
--
Recall/Completeness
0.923
0.919
0.736
0.937
0.576
--
F1
0.892
0.944
0.711
0.938
0.707
--

Overall accuracy 0.903

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
0.8848
0.0332
0.0658
0.0143
0.0020
0.0000
building
0.0406
0.9388
0.0148
0.0051
0.0008
0.0000
low_veg
0.1146
0.0199
0.7722
0.0923
0.0010
0.0000
tree
0.0312
0.0098
0.0897
0.8693
0.0000
0.0000
car
0.4824
0.0074
0.0081
0.0130
0.4891
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.854
0.928
0.769
0.896
0.892
--
Recall/Completeness
0.885
0.939
0.772
0.869
0.489
--
F1
0.869
0.933
0.771
0.883
0.632
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9154
0.0242
0.0545
0.0053
0.0006
0.0000
building
0.0299
0.9582
0.0086
0.0027
0.0007
0.0000
low_veg
0.0977
0.0096
0.8102
0.0820
0.0006
0.0000
tree
0.0182
0.0055
0.0694
0.9069
0.0000
0.0000
car
0.3837
0.0050
0.0034
0.0083
0.5995
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.890
0.955
0.815
0.922
0.943
--
Recall/Completeness
0.915
0.958
0.810
0.907
0.600
--
F1
0.903
0.957
0.812
0.915
0.733
--

Overall accuracy 0.899

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
0.8266
0.0692
0.0764
0.0257
0.0020
0.0000
building
0.0408
0.9231
0.0187
0.0173
0.0001
0.0000
low_veg
0.1037
0.0415
0.6899
0.1642
0.0008
0.0000
tree
0.0145
0.0078
0.0828
0.8949
0.0001
0.0000
car
0.3772
0.0461
0.0466
0.0079
0.5220
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.902
0.861
0.706
0.812
0.799
--
Recall/Completeness
0.827
0.923
0.690
0.895
0.522
--
F1
0.863
0.891
0.698
0.851
0.631
--

Overall accuracy 0.837

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
0.8627
0.0528
0.0700
0.0132
0.0013
0.0000
building
0.0343
0.9389
0.0137
0.0129
0.0001
0.0000
low_veg
0.1017
0.0272
0.7352
0.1352
0.0008
0.0000
tree
0.0075
0.0038
0.0625
0.9261
0.0001
0.0000
car
0.2694
0.0538
0.0401
0.0102
0.6264
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.921
0.897
0.743
0.856
0.831
--
Recall/Completeness
0.863
0.939
0.735
0.926
0.626
--
F1
0.891
0.918
0.739
0.890
0.714
--

Overall accuracy 0.871

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8786
0.0276
0.0575
0.0341
0.0022
0.0000
building
0.1738
0.8006
0.0167
0.0088
0.0001
0.0000
low_veg
0.0505
0.0360
0.7184
0.1946
0.0006
0.0000
tree
0.0114
0.0094
0.1128
0.8664
0.0000
0.0000
car
0.3561
0.0545
0.0089
0.0083
0.5722
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.699
0.894
0.797
0.836
0.848
--
Recall/Completeness
0.879
0.801
0.718
0.866
0.572
--
F1
0.778
0.845
0.756
0.851
0.683
--

Overall accuracy 0.811

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
0.9081
0.0228
0.0486
0.0197
0.0007
0.0000
building
0.1807
0.8068
0.0084
0.0040
0.0001
0.0000
low_veg
0.0486
0.0219
0.7570
0.1719
0.0006
0.0000
tree
0.0062
0.0040
0.0962
0.8936
0.0000
0.0000
car
0.2292
0.0786
0.0068
0.0014
0.6840
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.714
0.933
0.829
0.864
0.893
--
Recall/Completeness
0.908
0.807
0.757
0.894
0.684
--
F1
0.799
0.865
0.791
0.879
0.775
--

Overall accuracy 0.839

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
0.8508
0.0249
0.0824
0.0398
0.0021
0.0000
building
0.0319
0.9371
0.0211
0.0097
0.0002
0.0000
low_veg
0.1044
0.0536
0.6569
0.1839
0.0013
0.0000
tree
0.0258
0.0116
0.1291
0.8334
0.0001
0.0000
car
0.2392
0.0000
0.0014
0.0123
0.7471
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.825
0.877
0.717
0.829
0.699
--
Recall/Completeness
0.851
0.937
0.657
0.833
0.747
--
F1
0.838
0.906
0.686
0.831
0.722
--

Overall accuracy 0.810

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8737
0.0192
0.0783
0.0276
0.0013
0.0000
building
0.0256
0.9557
0.0131
0.0054
0.0002
0.0000
low_veg
0.1009
0.0351
0.6899
0.1728
0.0014
0.0000
tree
0.0181
0.0056
0.1178
0.8585
0.0000
0.0000
car
0.1221
0.0000
0.0006
0.0060
0.8713
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.850
0.917
0.740
0.852
0.715
--
Recall/Completeness
0.874
0.956
0.690
0.858
0.871
--
F1
0.862
0.936
0.714
0.855
0.786
--

Overall accuracy 0.837

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
0.8159
0.0247
0.1039
0.0524
0.0030
0.0000
building
0.0455
0.9151
0.0264
0.0121
0.0009
0.0000
low_veg
0.0319
0.0199
0.8090
0.1381
0.0011
0.0000
tree
0.0200
0.0069
0.1256
0.8474
0.0001
0.0000
car
0.2487
0.0046
0.0476
0.0149
0.6842
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.832
0.930
0.782
0.858
0.605
--
Recall/Completeness
0.816
0.915
0.809
0.847
0.684
--
F1
0.824
0.923
0.795
0.853
0.642
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8545
0.0184
0.0931
0.0321
0.0018
0.0000
building
0.0413
0.9354
0.0171
0.0054
0.0008
0.0000
low_veg
0.0277
0.0114
0.8350
0.1247
0.0011
0.0000
tree
0.0134
0.0025
0.1106
0.8734
0.0001
0.0000
car
0.1415
0.0008
0.0404
0.0050
0.8123
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.861
0.959
0.811
0.882
0.617
--
Recall/Completeness
0.855
0.935
0.835
0.873
0.812
--
F1
0.858
0.947
0.823
0.878
0.701
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8352
0.0556
0.0623
0.0446
0.0024
0.0000
building
0.0165
0.9512
0.0229
0.0091
0.0002
0.0000
low_veg
0.0685
0.0339
0.7302
0.1665
0.0007
0.0000
tree
0.0076
0.0025
0.0605
0.9294
0.0000
0.0000
car
0.2794
0.0732
0.0115
0.0447
0.5912
0.0000
clutter
0.9544
0.0332
0.0113
0.0011
0.0000
0.0000
Precision/Correctness
0.785
0.886
0.773
0.899
0.786
-nan
Recall/Completeness
0.835
0.951
0.730
0.929
0.591
0.000
F1
0.809
0.917
0.751
0.914
0.675
-nan

Overall accuracy 0.849

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
0.8687
0.0476
0.0564
0.0260
0.0013
0.0000
building
0.0144
0.9627
0.0184
0.0042
0.0002
0.0000
low_veg
0.0630
0.0215
0.7782
0.1367
0.0007
0.0000
tree
0.0034
0.0006
0.0472
0.9488
0.0000
0.0000
car
0.1913
0.0711
0.0016
0.0369
0.6991
0.0000
clutter
0.9584
0.0314
0.0098
0.0004
0.0000
0.0000
Precision/Correctness
0.802
0.915
0.807
0.927
0.829
-nan
Recall/Completeness
0.869
0.963
0.778
0.949
0.699
0.000
F1
0.834
0.938
0.792
0.938
0.759
-nan

Overall accuracy 0.876

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8663
0.0318
0.0545
0.0440
0.0035
0.0000
building
0.0533
0.9281
0.0094
0.0091
0.0001
0.0000
low_veg
0.1024
0.0508
0.6639
0.1820
0.0009
0.0000
tree
0.0182
0.0050
0.0576
0.9192
0.0000
0.0000
car
0.4615
0.0135
0.0280
0.0295
0.4676
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.872
0.883
0.788
0.834
0.797
--
Recall/Completeness
0.866
0.928
0.664
0.919
0.468
--
F1
0.869
0.905
0.721
0.875
0.589
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9033
0.0219
0.0480
0.0246
0.0022
0.0000
building
0.0472
0.9435
0.0048
0.0044
0.0001
0.0000
low_veg
0.0988
0.0332
0.7131
0.1540
0.0009
0.0000
tree
0.0078
0.0016
0.0428
0.9477
0.0000
0.0000
car
0.3803
0.0151
0.0200
0.0188
0.5659
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.898
0.924
0.828
0.875
0.837
--
Recall/Completeness
0.903
0.944
0.713
0.948
0.566
--
F1
0.901
0.933
0.766
0.910
0.675
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8218
0.0464
0.0897
0.0392
0.0029
0.0000
building
0.0625
0.8786
0.0309
0.0277
0.0002
0.0000
low_veg
0.0517
0.0185
0.8370
0.0921
0.0006
0.0000
tree
0.0146
0.0089
0.1319
0.8446
0.0001
0.0000
car
0.3943
0.0051
0.0138
0.0097
0.5771
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.758
0.909
0.868
0.814
0.746
--
Recall/Completeness
0.822
0.879
0.837
0.845
0.577
--
F1
0.789
0.893
0.852
0.829
0.651
--

Overall accuracy 0.844

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8555
0.0349
0.0810
0.0271
0.0015
0.0000
building
0.0595
0.8902
0.0246
0.0255
0.0002
0.0000
low_veg
0.0476
0.0125
0.8614
0.0778
0.0007
0.0000
tree
0.0093
0.0041
0.1141
0.8725
0.0001
0.0000
car
0.2834
0.0064
0.0108
0.0045
0.6949
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.781
0.938
0.889
0.841
0.770
--
Recall/Completeness
0.855
0.890
0.861
0.872
0.695
--
F1
0.817
0.913
0.875
0.856
0.730
--

Overall accuracy 0.868

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
0.9325
0.0237
0.0303
0.0088
0.0047
0.0000
building
0.0923
0.8854
0.0159
0.0061
0.0004
0.0000
low_veg
0.1336
0.0319
0.6034
0.2309
0.0003
0.0000
tree
0.0101
0.0052
0.0425
0.9421
0.0000
0.0000
car
0.4784
0.0183
0.0176
0.0062
0.4794
0.0000
clutter
0.6765
0.1634
0.1374
0.0029
0.0198
0.0000
Precision/Correctness
0.795
0.953
0.853
0.652
0.899
-nan
Recall/Completeness
0.932
0.885
0.603
0.942
0.479
0.000
F1
0.858
0.918
0.707
0.771
0.625
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9598
0.0131
0.0221
0.0036
0.0013
0.0000
building
0.0792
0.9063
0.0110
0.0030
0.0004
0.0000
low_veg
0.1192
0.0176
0.6422
0.2209
0.0002
0.0000
tree
0.0034
0.0023
0.0283
0.9660
0.0000
0.0000
car
0.3841
0.0196
0.0140
0.0045
0.5778
0.0000
clutter
0.7007
0.1529
0.1171
0.0014
0.0279
0.0000
Precision/Correctness
0.830
0.975
0.894
0.681
0.956
-nan
Recall/Completeness
0.960
0.906
0.642
0.966
0.578
0.000
F1
0.890
0.939
0.748
0.799
0.720
-nan

Overall accuracy 0.869

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9408
0.0175
0.0242
0.0150
0.0024
0.0000
building
0.0473
0.9367
0.0077
0.0076
0.0006
0.0000
low_veg
0.1272
0.0304
0.5794
0.2628
0.0003
0.0000
tree
0.0053
0.0038
0.0248
0.9660
0.0000
0.0000
car
0.4207
0.0044
0.0025
0.0142
0.5583
0.0000
clutter
0.6953
0.2070
0.0353
0.0223
0.0401
0.0000
Precision/Correctness
0.872
0.932
0.842
0.687
0.754
-nan
Recall/Completeness
0.941
0.937
0.579
0.966
0.558
0.000
F1
0.905
0.934
0.686
0.803
0.642
-nan

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9626
0.0105
0.0182
0.0073
0.0014
0.0000
building
0.0406
0.9498
0.0046
0.0043
0.0007
0.0000
low_veg
0.1056
0.0144
0.6296
0.2503
0.0002
0.0000
tree
0.0022
0.0020
0.0174
0.9784
0.0000
0.0000
car
0.3186
0.0018
0.0006
0.0122
0.6668
0.0000
clutter
0.6879
0.2234
0.0311
0.0121
0.0454
0.0000
Precision/Correctness
0.897
0.954
0.879
0.727
0.771
-nan
Recall/Completeness
0.963
0.950
0.630
0.978
0.667
0.000
F1
0.928
0.952
0.734
0.834
0.715
-nan

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9599
0.0129
0.0165
0.0052
0.0055
0.0000
building
0.1958
0.7911
0.0070
0.0028
0.0033
0.0000
low_veg
0.1068
0.0075
0.8442
0.0414
0.0002
0.0000
tree
0.0408
0.0055
0.0964
0.8565
0.0008
0.0000
car
0.2526
0.2784
0.0117
0.0077
0.4498
0.0000
clutter
0.5728
0.3294
0.0269
0.0172
0.0537
0.0000
Precision/Correctness
0.784
0.887
0.859
0.908
0.765
-nan
Recall/Completeness
0.960
0.791
0.844
0.857
0.450
0.000
F1
0.863
0.836
0.852
0.882
0.567
-nan

Overall accuracy 0.833

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
0.9759
0.0069
0.0138
0.0012
0.0023
0.0000
building
0.1878
0.8041
0.0041
0.0010
0.0030
0.0000
low_veg
0.0793
0.0027
0.8855
0.0325
0.0001
0.0000
tree
0.0171
0.0017
0.0813
0.8998
0.0002
0.0000
car
0.1660
0.3197
0.0071
0.0028
0.5045
0.0000
clutter
0.5259
0.3815
0.0231
0.0097
0.0597
0.0000
Precision/Correctness
0.811
0.907
0.890
0.942
0.802
-nan
Recall/Completeness
0.976
0.804
0.886
0.900
0.504
0.000
F1
0.886
0.852
0.888
0.921
0.619
-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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9670
0.0141
0.0142
0.0040
0.0007
0.0000
building
0.1867
0.7683
0.0251
0.0176
0.0023
0.0000
low_veg
0.1858
0.0282
0.7285
0.0571
0.0004
0.0000
tree
0.0822
0.0036
0.1084
0.8057
0.0000
0.0000
car
0.5154
0.0075
0.0164
0.0023
0.4585
0.0000
clutter
0.7971
0.1323
0.0030
0.0012
0.0665
0.0000
Precision/Correctness
0.725
0.928
0.821
0.845
0.562
-nan
Recall/Completeness
0.967
0.768
0.728
0.806
0.459
0.000
F1
0.829
0.840
0.772
0.825
0.505
-nan

Overall accuracy 0.797

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
0.9807
0.0084
0.0092
0.0014
0.0003
0.0000
building
0.1830
0.7770
0.0225
0.0152
0.0022
0.0000
low_veg
0.1575
0.0205
0.7672
0.0544
0.0004
0.0000
tree
0.0614
0.0010
0.0917
0.8459
0.0000
0.0000
car
0.3965
0.0056
0.0151
0.0004
0.5824
0.0000
clutter
0.7833
0.1394
0.0015
0.0009
0.0748
0.0000
Precision/Correctness
0.746
0.946
0.853
0.866
0.558
-nan
Recall/Completeness
0.981
0.777
0.767
0.846
0.582
0.000
F1
0.848
0.853
0.808
0.856
0.570
-nan

Overall accuracy 0.820

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
0.8536
0.0278
0.0968
0.0203
0.0015
0.0000
building
0.0932
0.8750
0.0240
0.0071
0.0008
0.0000
low_veg
0.0596
0.0179
0.7140
0.2082
0.0002
0.0000
tree
0.0294
0.0043
0.1433
0.8229
0.0001
0.0000
car
0.5525
0.0221
0.0084
0.0138
0.4032
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.809
0.949
0.734
0.766
0.820
--
Recall/Completeness
0.854
0.875
0.714
0.823
0.403
--
F1
0.831
0.910
0.724
0.794
0.541
--

Overall accuracy 0.814

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
0.9078
0.0197
0.0654
0.0062
0.0009
0.0000
building
0.0797
0.9039
0.0135
0.0022
0.0007
0.0000
low_veg
0.0485
0.0077
0.7405
0.2031
0.0002
0.0000
tree
0.0125
0.0016
0.1070
0.8788
0.0000
0.0000
car
0.4551
0.0271
0.0083
0.0063
0.5032
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.849
0.972
0.803
0.794
0.861
--
Recall/Completeness
0.908
0.904
0.740
0.879
0.503
--
F1
0.877
0.937
0.771
0.835
0.635
--

Overall accuracy 0.857

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8983
0.0210
0.0610
0.0168
0.0029
0.0000
building
0.0514
0.9110
0.0280
0.0090
0.0007
0.0000
low_veg
0.0811
0.0201
0.7969
0.1014
0.0005
0.0000
tree
0.0258
0.0051
0.1268
0.8422
0.0001
0.0000
car
0.3982
0.0372
0.0333
0.0169
0.5145
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.844
0.948
0.821
0.823
0.820
--
Recall/Completeness
0.898
0.911
0.797
0.842
0.514
--
F1
0.870
0.929
0.809
0.833
0.632
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9317
0.0153
0.0453
0.0061
0.0017
0.0000
building
0.0422
0.9355
0.0161
0.0056
0.0006
0.0000
low_veg
0.0660
0.0105
0.8366
0.0864
0.0004
0.0000
tree
0.0126
0.0019
0.1016
0.8839
0.0001
0.0000
car
0.2987
0.0435
0.0232
0.0075
0.6270
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.881
0.970
0.866
0.861
0.859
--
Recall/Completeness
0.932
0.936
0.837
0.884
0.627
--
F1
0.905
0.952
0.851
0.872
0.725
--

Overall accuracy 0.895

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image