Detailled semantic labeling (2D) result


Name Paisitkriangkrai, Sherrah, Janney, van den Hengel (CNN and RF)
Affiliation Uni of Adelaide & DSTO,Australia
Abbreviation ADL_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
0.865
0.036
0.050
0.021
0.028
0.000
building
0.066
0.897
0.020
0.011
0.005
0.000
low_veg
0.063
0.026
0.750
0.158
0.003
0.000
tree
0.018
0.007
0.097
0.878
0.001
0.000
car
0.166
0.020
0.016
0.007
0.791
0.000
clutter
0.456
0.263
0.050
0.011
0.219
0.000
Precision/Correctness
0.854
0.922
0.796
0.822
0.458
-nan
Recall/Completeness
0.865
0.897
0.750
0.878
0.791
0.000
F1
0.859
0.910
0.772
0.849
0.580
-nan

Overall accuracy 0.843

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
0.901
0.027
0.039
0.011
0.021
0.000
building
0.059
0.914
0.013
0.008
0.005
0.000
low_veg
0.054
0.015
0.786
0.142
0.003
0.000
tree
0.010
0.003
0.080
0.906
0.000
0.000
car
0.114
0.020
0.011
0.004
0.851
0.000
clutter
0.437
0.282
0.047
0.005
0.230
0.000
Precision/Correctness
0.878
0.945
0.835
0.852
0.458
-nan
Recall/Completeness
0.901
0.914
0.786
0.906
0.851
0.000
F1
0.890
0.930
0.810
0.878
0.595
-nan

Overall accuracy 0.873
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8883
0.0130
0.0555
0.0144
0.0288
0.0000
building
0.0326
0.9337
0.0258
0.0055
0.0025
0.0000
low_veg
0.0875
0.0215
0.7714
0.1163
0.0032
0.0000
tree
0.0203
0.0089
0.1216
0.8481
0.0011
0.0000
car
0.2172
0.0021
0.0079
0.0038
0.7689
0.0000
clutter
0.9192
0.0425
0.0064
0.0308
0.0011
0.0000
Precision/Correctness
0.804
0.949
0.790
0.860
0.575
-nan
Recall/Completeness
0.888
0.934
0.771
0.848
0.769
0.000
F1
0.844
0.941
0.781
0.854
0.658
-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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9290
0.0082
0.0361
0.0054
0.0213
0.0000
building
0.0253
0.9533
0.0164
0.0030
0.0020
0.0000
low_veg
0.0792
0.0108
0.7988
0.1087
0.0025
0.0000
tree
0.0105
0.0052
0.1051
0.8787
0.0005
0.0000
car
0.1455
0.0017
0.0054
0.0009
0.8466
0.0000
clutter
0.9450
0.0399
0.0039
0.0104
0.0007
0.0000
Precision/Correctness
0.827
0.971
0.830
0.886
0.610
-nan
Recall/Completeness
0.929
0.953
0.799
0.879
0.847
0.000
F1
0.875
0.962
0.814
0.882
0.709
-nan

Overall accuracy 0.872

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
0.8396
0.0986
0.0173
0.0075
0.0370
0.0000
building
0.0502
0.9333
0.0097
0.0027
0.0040
0.0000
low_veg
0.1749
0.0780
0.4942
0.2454
0.0075
0.0000
tree
0.0575
0.0133
0.0824
0.8424
0.0043
0.0000
car
0.2128
0.0369
0.0108
0.0027
0.7368
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.854
0.940
0.601
0.733
0.440
--
Recall/Completeness
0.840
0.933
0.494
0.842
0.737
--
F1
0.847
0.937
0.543
0.784
0.551
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8811
0.0700
0.0133
0.0042
0.0314
0.0000
building
0.0398
0.9470
0.0082
0.0016
0.0034
0.0000
low_veg
0.1492
0.0439
0.5388
0.2636
0.0045
0.0000
tree
0.0358
0.0054
0.0749
0.8822
0.0017
0.0000
car
0.1671
0.0282
0.0095
0.0015
0.7937
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.884
0.962
0.638
0.765
0.438
--
Recall/Completeness
0.881
0.947
0.539
0.882
0.794
--
F1
0.883
0.954
0.584
0.819
0.564
--

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_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8379
0.0662
0.0453
0.0106
0.0400
0.0000
building
0.0394
0.9270
0.0192
0.0104
0.0041
0.0000
low_veg
0.0671
0.0380
0.6998
0.1912
0.0038
0.0000
tree
0.0109
0.0039
0.0664
0.9185
0.0003
0.0000
car
0.1716
0.0185
0.0099
0.0033
0.7967
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.891
0.932
0.668
0.909
0.520
--
Recall/Completeness
0.838
0.927
0.700
0.918
0.797
--
F1
0.864
0.930
0.683
0.914
0.629
--

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
0.8871
0.0475
0.0321
0.0031
0.0303
0.0000
building
0.0326
0.9444
0.0133
0.0069
0.0028
0.0000
low_veg
0.0574
0.0249
0.7418
0.1733
0.0027
0.0000
tree
0.0045
0.0020
0.0519
0.9415
0.0001
0.0000
car
0.1228
0.0098
0.0072
0.0005
0.8598
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.919
0.956
0.720
0.933
0.545
--
Recall/Completeness
0.887
0.944
0.742
0.941
0.860
--
F1
0.903
0.950
0.731
0.937
0.667
--

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_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8507
0.0394
0.0702
0.0130
0.0267
0.0000
building
0.0321
0.9423
0.0170
0.0058
0.0028
0.0000
low_veg
0.0766
0.0179
0.8430
0.0601
0.0024
0.0000
tree
0.0218
0.0072
0.0990
0.8709
0.0010
0.0000
car
0.1838
0.0075
0.0286
0.0069
0.7732
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.897
0.925
0.768
0.923
0.574
--
Recall/Completeness
0.851
0.942
0.843
0.871
0.773
--
F1
0.873
0.933
0.804
0.896
0.659
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8880
0.0328
0.0559
0.0040
0.0194
0.0000
building
0.0223
0.9619
0.0103
0.0033
0.0021
0.0000
low_veg
0.0644
0.0095
0.8764
0.0482
0.0015
0.0000
tree
0.0115
0.0037
0.0791
0.9051
0.0005
0.0000
car
0.1379
0.0062
0.0180
0.0052
0.8326
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.925
0.946
0.813
0.950
0.603
--
Recall/Completeness
0.888
0.962
0.876
0.905
0.833
--
F1
0.906
0.954
0.843
0.927
0.700
--

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_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8249
0.0748
0.0613
0.0241
0.0149
0.0000
building
0.0183
0.9411
0.0207
0.0163
0.0037
0.0000
low_veg
0.0719
0.0330
0.7302
0.1626
0.0023
0.0000
tree
0.0123
0.0062
0.0841
0.8971
0.0003
0.0000
car
0.1461
0.0380
0.0074
0.0078
0.8007
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.938
0.863
0.740
0.816
0.448
--
Recall/Completeness
0.825
0.941
0.730
0.897
0.801
--
F1
0.878
0.900
0.735
0.855
0.575
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8655
0.0604
0.0502
0.0119
0.0120
0.0000
building
0.0124
0.9584
0.0138
0.0123
0.0030
0.0000
low_veg
0.0698
0.0202
0.7761
0.1316
0.0023
0.0000
tree
0.0069
0.0030
0.0630
0.9271
0.0001
0.0000
car
0.0915
0.0390
0.0045
0.0052
0.8598
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.952
0.894
0.788
0.862
0.440
--
Recall/Completeness
0.866
0.958
0.776
0.927
0.860
--
F1
0.907
0.925
0.782
0.893
0.582
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8519
0.0290
0.0530
0.0476
0.0185
0.0000
building
0.1784
0.7950
0.0140
0.0089
0.0037
0.0000
low_veg
0.0636
0.0334
0.6657
0.2349
0.0024
0.0000
tree
0.0108
0.0084
0.1001
0.8800
0.0006
0.0000
car
0.1273
0.0000
0.0053
0.0078
0.8597
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.679
0.900
0.803
0.809
0.504
--
Recall/Completeness
0.852
0.795
0.666
0.880
0.860
--
F1
0.756
0.844
0.728
0.843
0.636
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8865
0.0254
0.0436
0.0308
0.0137
0.0000
building
0.1843
0.8010
0.0071
0.0037
0.0039
0.0000
low_veg
0.0615
0.0219
0.7008
0.2133
0.0025
0.0000
tree
0.0065
0.0042
0.0859
0.9029
0.0005
0.0000
car
0.0542
0.0000
0.0028
0.0041
0.9390
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.694
0.932
0.834
0.837
0.491
--
Recall/Completeness
0.886
0.801
0.701
0.903
0.939
--
F1
0.778
0.862
0.762
0.868
0.645
--

Overall accuracy 0.823

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
0.8368
0.0374
0.0806
0.0339
0.0113
0.0000
building
0.0300
0.9395
0.0183
0.0100
0.0023
0.0000
low_veg
0.0908
0.0523
0.6976
0.1549
0.0044
0.0000
tree
0.0333
0.0121
0.1100
0.8440
0.0007
0.0000
car
0.0706
0.0005
0.0005
0.0106
0.9177
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.829
0.864
0.752
0.852
0.361
--
Recall/Completeness
0.837
0.939
0.698
0.844
0.918
--
F1
0.833
0.900
0.724
0.848
0.518
--

Overall accuracy 0.822

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
0.8611
0.0325
0.0741
0.0232
0.0091
0.0000
building
0.0212
0.9617
0.0102
0.0050
0.0020
0.0000
low_veg
0.0847
0.0374
0.7325
0.1408
0.0045
0.0000
tree
0.0253
0.0065
0.0991
0.8684
0.0006
0.0000
car
0.0261
0.0003
0.0000
0.0050
0.9686
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.857
0.898
0.776
0.877
0.335
--
Recall/Completeness
0.861
0.962
0.732
0.868
0.969
--
F1
0.859
0.929
0.754
0.873
0.498
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8048
0.0245
0.0897
0.0668
0.0141
0.0000
building
0.0365
0.9240
0.0242
0.0143
0.0009
0.0000
low_veg
0.0338
0.0197
0.7278
0.2169
0.0019
0.0000
tree
0.0212
0.0078
0.0950
0.8752
0.0008
0.0000
car
0.1011
0.0052
0.0070
0.0031
0.8837
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.835
0.929
0.803
0.806
0.381
--
Recall/Completeness
0.805
0.924
0.728
0.875
0.884
--
F1
0.820
0.927
0.763
0.839
0.532
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8421
0.0190
0.0821
0.0456
0.0112
0.0000
building
0.0305
0.9441
0.0174
0.0072
0.0008
0.0000
low_veg
0.0302
0.0112
0.7548
0.2019
0.0019
0.0000
tree
0.0144
0.0034
0.0848
0.8967
0.0008
0.0000
car
0.0518
0.0011
0.0026
0.0003
0.9442
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.865
0.958
0.828
0.829
0.358
--
Recall/Completeness
0.842
0.944
0.755
0.897
0.944
--
F1
0.854
0.951
0.790
0.861
0.519
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8103
0.0320
0.1015
0.0414
0.0148
0.0000
building
0.0140
0.9339
0.0319
0.0183
0.0019
0.0000
low_veg
0.0543
0.0204
0.7645
0.1589
0.0019
0.0000
tree
0.0072
0.0017
0.0668
0.9242
0.0001
0.0000
car
0.1333
0.0012
0.0179
0.0042
0.8434
0.0000
clutter
0.0230
0.7798
0.1946
0.0025
0.0000
0.0000
Precision/Correctness
0.906
0.826
0.717
0.900
0.485
-nan
Recall/Completeness
0.810
0.934
0.764
0.924
0.843
0.000
F1
0.855
0.877
0.740
0.912
0.616
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8464
0.0237
0.0930
0.0256
0.0114
0.0000
building
0.0115
0.9481
0.0258
0.0127
0.0019
0.0000
low_veg
0.0501
0.0093
0.8076
0.1309
0.0020
0.0000
tree
0.0034
0.0004
0.0522
0.9440
0.0000
0.0000
car
0.0845
0.0001
0.0068
0.0009
0.9077
0.0000
clutter
0.0161
0.8025
0.1800
0.0013
0.0000
0.0000
Precision/Correctness
0.927
0.843
0.749
0.926
0.474
-nan
Recall/Completeness
0.846
0.948
0.808
0.944
0.908
0.000
F1
0.885
0.893
0.777
0.935
0.623
-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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8599
0.0258
0.0589
0.0359
0.0194
0.0000
building
0.0392
0.9304
0.0178
0.0103
0.0022
0.0000
low_veg
0.1000
0.0394
0.6843
0.1728
0.0035
0.0000
tree
0.0199
0.0044
0.0728
0.9022
0.0007
0.0000
car
0.2443
0.0003
0.0372
0.0084
0.7097
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.885
0.905
0.761
0.843
0.509
--
Recall/Completeness
0.860
0.930
0.684
0.902
0.710
--
F1
0.872
0.917
0.721
0.872
0.593
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8971
0.0191
0.0483
0.0201
0.0153
0.0000
building
0.0301
0.9516
0.0106
0.0057
0.0020
0.0000
low_veg
0.0984
0.0251
0.7263
0.1465
0.0036
0.0000
tree
0.0105
0.0019
0.0555
0.9319
0.0003
0.0000
car
0.1938
0.0004
0.0242
0.0023
0.7792
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.909
0.937
0.808
0.881
0.508
--
Recall/Completeness
0.897
0.952
0.726
0.932
0.779
--
F1
0.903
0.944
0.765
0.906
0.615
--

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
0.7750
0.0452
0.1091
0.0491
0.0215
0.0000
building
0.0661
0.8831
0.0290
0.0178
0.0040
0.0000
low_veg
0.0272
0.0200
0.8349
0.1162
0.0017
0.0000
tree
0.0148
0.0097
0.1305
0.8442
0.0009
0.0000
car
0.1837
0.0000
0.0125
0.0006
0.8033
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.801
0.906
0.863
0.786
0.388
--
Recall/Completeness
0.775
0.883
0.835
0.844
0.803
--
F1
0.788
0.894
0.849
0.814
0.523
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8131
0.0358
0.0972
0.0372
0.0168
0.0000
building
0.0614
0.8981
0.0226
0.0140
0.0039
0.0000
low_veg
0.0242
0.0151
0.8581
0.1011
0.0016
0.0000
tree
0.0094
0.0058
0.1161
0.8680
0.0006
0.0000
car
0.1339
0.0000
0.0055
0.0000
0.8605
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.826
0.930
0.884
0.812
0.370
--
Recall/Completeness
0.813
0.898
0.858
0.868
0.861
--
F1
0.819
0.914
0.871
0.839
0.517
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8890
0.0299
0.0277
0.0084
0.0451
0.0000
building
0.0592
0.9126
0.0130
0.0101
0.0051
0.0000
low_veg
0.1053
0.0289
0.6927
0.1674
0.0056
0.0000
tree
0.0120
0.0089
0.0596
0.9182
0.0013
0.0000
car
0.1781
0.0049
0.0099
0.0069
0.8001
0.0000
clutter
0.6164
0.0790
0.0795
0.0145
0.2106
0.0000
Precision/Correctness
0.851
0.951
0.872
0.701
0.592
-nan
Recall/Completeness
0.889
0.913
0.693
0.918
0.800
0.000
F1
0.869
0.931
0.772
0.795
0.681
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9295
0.0192
0.0187
0.0038
0.0288
0.0000
building
0.0476
0.9329
0.0075
0.0078
0.0044
0.0000
low_veg
0.0919
0.0151
0.7353
0.1533
0.0044
0.0000
tree
0.0058
0.0049
0.0435
0.9453
0.0005
0.0000
car
0.1232
0.0026
0.0058
0.0057
0.8626
0.0000
clutter
0.6022
0.0767
0.0561
0.0096
0.2553
0.0000
Precision/Correctness
0.882
0.972
0.914
0.735
0.636
-nan
Recall/Completeness
0.930
0.933
0.735
0.945
0.863
0.000
F1
0.905
0.952
0.815
0.827
0.732
-nan

Overall accuracy 0.892

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
0.9064
0.0211
0.0252
0.0176
0.0297
0.0000
building
0.0578
0.9123
0.0087
0.0095
0.0116
0.0000
low_veg
0.0562
0.0331
0.5960
0.3081
0.0066
0.0000
tree
0.0078
0.0050
0.0232
0.9640
0.0000
0.0000
car
0.1412
0.0068
0.0033
0.0107
0.8381
0.0000
clutter
0.4254
0.2213
0.0372
0.0102
0.3060
0.0000
Precision/Correctness
0.907
0.922
0.841
0.653
0.303
-nan
Recall/Completeness
0.906
0.912
0.596
0.964
0.838
0.000
F1
0.907
0.917
0.698
0.779
0.445
-nan

Overall accuracy 0.840

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
0.9347
0.0134
0.0179
0.0096
0.0244
0.0000
building
0.0541
0.9236
0.0048
0.0058
0.0118
0.0000
low_veg
0.0400
0.0168
0.6421
0.2958
0.0052
0.0000
tree
0.0039
0.0031
0.0166
0.9763
0.0000
0.0000
car
0.0938
0.0034
0.0018
0.0074
0.8937
0.0000
clutter
0.4032
0.2231
0.0308
0.0043
0.3386
0.0000
Precision/Correctness
0.925
0.947
0.883
0.691
0.278
-nan
Recall/Completeness
0.935
0.924
0.642
0.976
0.894
0.000
F1
0.930
0.935
0.743
0.809
0.424
-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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9138
0.0120
0.0131
0.0090
0.0520
0.0000
building
0.2390
0.7361
0.0088
0.0030
0.0131
0.0000
low_veg
0.0453
0.0053
0.9061
0.0398
0.0035
0.0000
tree
0.0173
0.0039
0.0883
0.8862
0.0042
0.0000
car
0.0981
0.0659
0.0147
0.0065
0.8148
0.0000
clutter
0.4123
0.3225
0.0444
0.0172
0.2036
0.0000
Precision/Correctness
0.794
0.914
0.873
0.901
0.481
-nan
Recall/Completeness
0.914
0.736
0.906
0.886
0.815
0.000
F1
0.850
0.816
0.889
0.894
0.605
-nan

Overall accuracy 0.826

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
0.9416
0.0081
0.0090
0.0030
0.0384
0.0000
building
0.2352
0.7475
0.0044
0.0009
0.0120
0.0000
low_veg
0.0275
0.0028
0.9391
0.0289
0.0016
0.0000
tree
0.0064
0.0010
0.0710
0.9202
0.0014
0.0000
car
0.0607
0.0754
0.0077
0.0030
0.8531
0.0000
clutter
0.3659
0.3713
0.0407
0.0076
0.2144
0.0000
Precision/Correctness
0.810
0.927
0.909
0.943
0.492
-nan
Recall/Completeness
0.942
0.748
0.939
0.920
0.853
0.000
F1
0.871
0.828
0.924
0.932
0.624
-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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9511
0.0125
0.0108
0.0030
0.0226
0.0000
building
0.2051
0.7127
0.0211
0.0530
0.0081
0.0000
low_veg
0.0692
0.0160
0.7581
0.1497
0.0070
0.0000
tree
0.0316
0.0115
0.1718
0.7822
0.0028
0.0000
car
0.2099
0.0028
0.0149
0.0006
0.7717
0.0000
clutter
0.4684
0.1067
0.0099
0.0009
0.4141
0.0000
Precision/Correctness
0.783
0.935
0.801
0.674
0.222
-nan
Recall/Completeness
0.951
0.713
0.758
0.782
0.772
0.000
F1
0.859
0.809
0.779
0.724
0.344
-nan

Overall accuracy 0.781

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
0.9700
0.0078
0.0054
0.0008
0.0160
0.0000
building
0.2039
0.7180
0.0170
0.0534
0.0077
0.0000
low_veg
0.0404
0.0097
0.7856
0.1592
0.0051
0.0000
tree
0.0130
0.0067
0.1567
0.8217
0.0019
0.0000
car
0.1629
0.0011
0.0119
0.0000
0.8240
0.0000
clutter
0.4302
0.1072
0.0074
0.0002
0.4550
0.0000
Precision/Correctness
0.802
0.954
0.834
0.675
0.203
-nan
Recall/Completeness
0.970
0.718
0.786
0.822
0.824
0.000
F1
0.878
0.819
0.809
0.741
0.325
-nan

Overall accuracy 0.801

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
0.8329
0.0382
0.0888
0.0256
0.0145
0.0000
building
0.0466
0.9116
0.0270
0.0060
0.0088
0.0000
low_veg
0.0528
0.0140
0.7023
0.2282
0.0028
0.0000
tree
0.0204
0.0047
0.1228
0.8515
0.0007
0.0000
car
0.1760
0.0174
0.0098
0.0124
0.7844
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.869
0.944
0.749
0.755
0.464
--
Recall/Completeness
0.833
0.912
0.702
0.852
0.784
--
F1
0.850
0.928
0.725
0.800
0.583
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8932
0.0331
0.0553
0.0079
0.0104
0.0000
building
0.0334
0.9432
0.0137
0.0017
0.0080
0.0000
low_veg
0.0445
0.0069
0.7281
0.2182
0.0023
0.0000
tree
0.0090
0.0015
0.0933
0.8959
0.0002
0.0000
car
0.1075
0.0216
0.0076
0.0066
0.8567
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.905
0.963
0.821
0.785
0.479
--
Recall/Completeness
0.893
0.943
0.728
0.896
0.857
--
F1
0.899
0.953
0.772
0.837
0.614
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8637
0.0313
0.0557
0.0214
0.0279
0.0000
building
0.0213
0.9223
0.0404
0.0096
0.0063
0.0000
low_veg
0.0381
0.0187
0.8254
0.1138
0.0039
0.0000
tree
0.0192
0.0048
0.1150
0.8601
0.0010
0.0000
car
0.1423
0.0195
0.0546
0.0160
0.7676
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.916
0.941
0.828
0.807
0.416
--
Recall/Completeness
0.864
0.922
0.825
0.860
0.768
--
F1
0.889
0.931
0.827
0.833
0.539
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9025
0.0274
0.0379
0.0090
0.0233
0.0000
building
0.0135
0.9464
0.0291
0.0054
0.0056
0.0000
low_veg
0.0272
0.0092
0.8637
0.0965
0.0033
0.0000
tree
0.0118
0.0018
0.0912
0.8947
0.0005
0.0000
car
0.0852
0.0198
0.0452
0.0104
0.8395
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.946
0.960
0.871
0.847
0.412
--
Recall/Completeness
0.902
0.946
0.864
0.895
0.839
--
F1
0.923
0.953
0.867
0.870
0.552
--

Overall accuracy 0.901

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image