Detailled semantic labeling (2D) result


Name S. Piramanayagam et al.
Affiliation RIT, USA
Abbreviation RIT_6
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
0.899
0.030
0.049
0.019
0.003
0.000
building
0.074
0.900
0.017
0.008
0.001
0.000
low_veg
0.087
0.029
0.738
0.146
0.001
0.000
tree
0.021
0.007
0.098
0.874
0.000
0.000
car
0.415
0.063
0.014
0.010
0.498
0.000
clutter
0.747
0.155
0.043
0.017
0.038
0.000
Precision/Correctness
0.821
0.927
0.797
0.834
0.817
-nan
Recall/Completeness
0.899
0.900
0.738
0.874
0.498
0.000
F1
0.858
0.914
0.766
0.854
0.619
-nan

Overall accuracy 0.846

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
0.929
0.020
0.039
0.009
0.001
0.000
building
0.067
0.917
0.011
0.005
0.001
0.000
low_veg
0.075
0.017
0.776
0.131
0.001
0.000
tree
0.011
0.003
0.081
0.905
0.000
0.000
car
0.312
0.074
0.010
0.005
0.598
0.000
clutter
0.744
0.163
0.042
0.010
0.041
0.000
Precision/Correctness
0.849
0.954
0.835
0.865
0.849
-nan
Recall/Completeness
0.929
0.917
0.776
0.905
0.598
0.000
F1
0.888
0.935
0.805
0.885
0.702
-nan

Overall accuracy 0.877
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9340
0.0134
0.0331
0.0163
0.0031
0.0000
building
0.0436
0.9352
0.0168
0.0043
0.0002
0.0000
low_veg
0.1408
0.0325
0.6639
0.1625
0.0003
0.0000
tree
0.0314
0.0097
0.0889
0.8699
0.0000
0.0000
car
0.4865
0.0151
0.0072
0.0048
0.4864
0.0000
clutter
0.7633
0.0086
0.1659
0.0622
0.0000
0.0000
Precision/Correctness
0.760
0.938
0.813
0.823
0.892
-nan
Recall/Completeness
0.934
0.935
0.664
0.870
0.486
0.000
F1
0.838
0.937
0.731
0.846
0.630
-nan

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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9630
0.0090
0.0206
0.0054
0.0020
0.0000
building
0.0337
0.9544
0.0102
0.0016
0.0001
0.0000
low_veg
0.1286
0.0196
0.6952
0.1562
0.0004
0.0000
tree
0.0179
0.0056
0.0771
0.8994
0.0000
0.0000
car
0.3685
0.0194
0.0050
0.0016
0.6055
0.0000
clutter
0.7861
0.0086
0.1712
0.0341
0.0000
0.0000
Precision/Correctness
0.790
0.963
0.847
0.849
0.922
-nan
Recall/Completeness
0.963
0.954
0.695
0.899
0.605
0.000
F1
0.868
0.959
0.764
0.874
0.731
-nan

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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9132
0.0694
0.0104
0.0046
0.0024
0.0000
building
0.0814
0.9088
0.0055
0.0037
0.0005
0.0000
low_veg
0.2983
0.0786
0.3292
0.2932
0.0006
0.0000
tree
0.0547
0.0165
0.0974
0.8304
0.0009
0.0000
car
0.5537
0.0215
0.0038
0.0013
0.4197
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.793
0.954
0.575
0.707
0.850
--
Recall/Completeness
0.913
0.909
0.329
0.830
0.420
--
F1
0.849
0.931
0.419
0.764
0.562
--

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9472
0.0419
0.0075
0.0018
0.0016
0.0000
building
0.0695
0.9231
0.0046
0.0023
0.0005
0.0000
low_veg
0.2734
0.0437
0.3593
0.3228
0.0008
0.0000
tree
0.0273
0.0061
0.0942
0.8721
0.0003
0.0000
car
0.4644
0.0165
0.0028
0.0001
0.5161
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.823
0.975
0.608
0.735
0.876
--
Recall/Completeness
0.947
0.923
0.359
0.872
0.516
--
F1
0.881
0.948
0.452
0.797
0.650
--

Overall accuracy 0.900

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
0.8821
0.0468
0.0547
0.0130
0.0033
0.0000
building
0.0658
0.9105
0.0186
0.0045
0.0006
0.0000
low_veg
0.0820
0.0412
0.7107
0.1657
0.0005
0.0000
tree
0.0118
0.0033
0.0710
0.9137
0.0001
0.0000
car
0.4800
0.0159
0.0087
0.0084
0.4869
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.843
0.945
0.651
0.921
0.880
--
Recall/Completeness
0.882
0.910
0.711
0.914
0.487
--
F1
0.862
0.927
0.679
0.917
0.627
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9216
0.0301
0.0424
0.0043
0.0016
0.0000
building
0.0551
0.9291
0.0133
0.0019
0.0005
0.0000
low_veg
0.0698
0.0248
0.7569
0.1482
0.0003
0.0000
tree
0.0041
0.0009
0.0556
0.9394
0.0000
0.0000
car
0.3742
0.0137
0.0068
0.0046
0.6007
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.879
0.969
0.699
0.945
0.924
--
Recall/Completeness
0.922
0.929
0.757
0.939
0.601
--
F1
0.900
0.948
0.727
0.942
0.728
--

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_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8857
0.0338
0.0653
0.0134
0.0019
0.0000
building
0.0373
0.9428
0.0144
0.0048
0.0007
0.0000
low_veg
0.1035
0.0191
0.7916
0.0848
0.0010
0.0000
tree
0.0286
0.0093
0.0876
0.8745
0.0000
0.0000
car
0.4727
0.0071
0.0090
0.0109
0.5003
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.864
0.929
0.776
0.904
0.899
--
Recall/Completeness
0.886
0.943
0.792
0.874
0.500
--
F1
0.875
0.936
0.784
0.889
0.643
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9158
0.0251
0.0538
0.0046
0.0006
0.0000
building
0.0269
0.9618
0.0082
0.0025
0.0006
0.0000
low_veg
0.0862
0.0089
0.8300
0.0744
0.0005
0.0000
tree
0.0154
0.0050
0.0672
0.9124
0.0000
0.0000
car
0.3701
0.0046
0.0038
0.0070
0.6146
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.901
0.955
0.822
0.930
0.947
--
Recall/Completeness
0.916
0.962
0.830
0.912
0.615
--
F1
0.908
0.958
0.826
0.921
0.745
--

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_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8301
0.0656
0.0772
0.0251
0.0019
0.0000
building
0.0358
0.9287
0.0188
0.0167
0.0001
0.0000
low_veg
0.0959
0.0395
0.7033
0.1605
0.0008
0.0000
tree
0.0126
0.0077
0.0816
0.8981
0.0001
0.0000
car
0.3678
0.0412
0.0456
0.0088
0.5366
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.911
0.868
0.710
0.816
0.811
--
Recall/Completeness
0.830
0.929
0.703
0.898
0.537
--
F1
0.869
0.897
0.707
0.855
0.646
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8666
0.0488
0.0709
0.0125
0.0012
0.0000
building
0.0295
0.9443
0.0137
0.0125
0.0001
0.0000
low_veg
0.0934
0.0250
0.7493
0.1314
0.0009
0.0000
tree
0.0058
0.0037
0.0613
0.9290
0.0001
0.0000
car
0.2564
0.0483
0.0401
0.0118
0.6434
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.929
0.905
0.746
0.861
0.843
--
Recall/Completeness
0.867
0.944
0.749
0.929
0.643
--
F1
0.897
0.924
0.748
0.893
0.730
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8832
0.0266
0.0553
0.0327
0.0023
0.0000
building
0.1724
0.8029
0.0164
0.0082
0.0001
0.0000
low_veg
0.0506
0.0353
0.7266
0.1870
0.0005
0.0000
tree
0.0104
0.0094
0.1129
0.8672
0.0000
0.0000
car
0.3409
0.0499
0.0073
0.0080
0.5939
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.702
0.896
0.800
0.841
0.858
--
Recall/Completeness
0.883
0.803
0.727
0.867
0.594
--
F1
0.782
0.847
0.761
0.854
0.702
--

Overall accuracy 0.815

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
0.9127
0.0217
0.0463
0.0185
0.0008
0.0000
building
0.1796
0.8083
0.0084
0.0036
0.0001
0.0000
low_veg
0.0490
0.0210
0.7658
0.1638
0.0005
0.0000
tree
0.0054
0.0039
0.0961
0.8946
0.0000
0.0000
car
0.2164
0.0718
0.0050
0.0008
0.7060
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.716
0.936
0.831
0.870
0.906
--
Recall/Completeness
0.913
0.808
0.766
0.895
0.706
--
F1
0.803
0.867
0.797
0.882
0.794
--

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_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8516
0.0254
0.0827
0.0382
0.0021
0.0000
building
0.0274
0.9434
0.0201
0.0090
0.0002
0.0000
low_veg
0.0999
0.0528
0.6710
0.1751
0.0011
0.0000
tree
0.0245
0.0119
0.1296
0.8340
0.0001
0.0000
car
0.2264
0.0000
0.0005
0.0115
0.7616
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.833
0.877
0.721
0.836
0.709
--
Recall/Completeness
0.852
0.943
0.671
0.834
0.762
--
F1
0.842
0.909
0.695
0.835
0.734
--

Overall accuracy 0.816

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
0.8742
0.0197
0.0783
0.0265
0.0013
0.0000
building
0.0217
0.9615
0.0119
0.0048
0.0002
0.0000
low_veg
0.0963
0.0344
0.7043
0.1638
0.0012
0.0000
tree
0.0170
0.0058
0.1178
0.8595
0.0000
0.0000
car
0.1054
0.0000
0.0000
0.0057
0.8889
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.858
0.917
0.744
0.859
0.729
--
Recall/Completeness
0.874
0.961
0.704
0.859
0.889
--
F1
0.866
0.939
0.724
0.859
0.801
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8186
0.0258
0.1017
0.0508
0.0030
0.0000
building
0.0376
0.9244
0.0257
0.0116
0.0008
0.0000
low_veg
0.0296
0.0192
0.8149
0.1353
0.0010
0.0000
tree
0.0197
0.0069
0.1253
0.8480
0.0001
0.0000
car
0.2358
0.0040
0.0460
0.0147
0.6995
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.845
0.931
0.785
0.861
0.627
--
Recall/Completeness
0.819
0.924
0.815
0.848
0.700
--
F1
0.832
0.928
0.799
0.855
0.661
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8572
0.0196
0.0906
0.0308
0.0018
0.0000
building
0.0338
0.9440
0.0164
0.0051
0.0007
0.0000
low_veg
0.0253
0.0107
0.8410
0.1220
0.0010
0.0000
tree
0.0131
0.0024
0.1101
0.8743
0.0001
0.0000
car
0.1279
0.0003
0.0382
0.0047
0.8290
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.874
0.960
0.814
0.885
0.647
--
Recall/Completeness
0.857
0.944
0.841
0.874
0.829
--
F1
0.866
0.952
0.827
0.880
0.727
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8450
0.0488
0.0601
0.0437
0.0024
0.0000
building
0.0155
0.9530
0.0226
0.0086
0.0003
0.0000
low_veg
0.0625
0.0317
0.7504
0.1547
0.0007
0.0000
tree
0.0070
0.0026
0.0603
0.9300
0.0000
0.0000
car
0.2526
0.0750
0.0130
0.0409
0.6184
0.0000
clutter
0.9666
0.0217
0.0107
0.0011
0.0000
0.0000
Precision/Correctness
0.792
0.897
0.780
0.904
0.792
-nan
Recall/Completeness
0.845
0.953
0.750
0.930
0.618
0.000
F1
0.818
0.924
0.765
0.917
0.694
-nan

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8787
0.0404
0.0543
0.0252
0.0013
0.0000
building
0.0133
0.9646
0.0181
0.0037
0.0003
0.0000
low_veg
0.0560
0.0190
0.7999
0.1243
0.0007
0.0000
tree
0.0030
0.0006
0.0468
0.9496
0.0000
0.0000
car
0.1611
0.0734
0.0025
0.0329
0.7301
0.0000
clutter
0.9708
0.0199
0.0089
0.0003
0.0000
0.0000
Precision/Correctness
0.809
0.927
0.814
0.932
0.831
-nan
Recall/Completeness
0.879
0.965
0.800
0.950
0.730
0.000
F1
0.842
0.945
0.807
0.941
0.777
-nan

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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8708
0.0313
0.0525
0.0418
0.0035
0.0000
building
0.0460
0.9359
0.0096
0.0085
0.0001
0.0000
low_veg
0.0965
0.0501
0.6799
0.1727
0.0008
0.0000
tree
0.0179
0.0049
0.0575
0.9197
0.0000
0.0000
car
0.4502
0.0125
0.0289
0.0273
0.4811
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.880
0.885
0.795
0.841
0.802
--
Recall/Completeness
0.871
0.936
0.680
0.920
0.481
--
F1
0.876
0.910
0.733
0.879
0.602
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9079
0.0213
0.0457
0.0229
0.0022
0.0000
building
0.0398
0.9512
0.0050
0.0039
0.0000
0.0000
low_veg
0.0931
0.0322
0.7298
0.1441
0.0008
0.0000
tree
0.0076
0.0014
0.0424
0.9487
0.0000
0.0000
car
0.3690
0.0144
0.0204
0.0165
0.5797
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.906
0.926
0.836
0.882
0.843
--
Recall/Completeness
0.908
0.951
0.730
0.949
0.580
--
F1
0.907
0.939
0.779
0.914
0.687
--

Overall accuracy 0.890

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8199
0.0449
0.0949
0.0374
0.0030
0.0000
building
0.0610
0.8836
0.0293
0.0259
0.0002
0.0000
low_veg
0.0464
0.0182
0.8459
0.0889
0.0006
0.0000
tree
0.0141
0.0088
0.1327
0.8443
0.0001
0.0000
car
0.3753
0.0034
0.0060
0.0090
0.6063
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.771
0.911
0.868
0.821
0.754
--
Recall/Completeness
0.820
0.884
0.846
0.844
0.606
--
F1
0.794
0.897
0.857
0.832
0.672
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8537
0.0334
0.0858
0.0255
0.0016
0.0000
building
0.0581
0.8953
0.0227
0.0237
0.0002
0.0000
low_veg
0.0423
0.0122
0.8702
0.0746
0.0007
0.0000
tree
0.0088
0.0040
0.1144
0.8727
0.0001
0.0000
car
0.2628
0.0045
0.0041
0.0035
0.7252
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.794
0.940
0.889
0.847
0.778
--
Recall/Completeness
0.854
0.895
0.870
0.873
0.725
--
F1
0.823
0.917
0.880
0.860
0.751
--

Overall accuracy 0.873

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9370
0.0225
0.0276
0.0086
0.0044
0.0000
building
0.0836
0.8950
0.0153
0.0057
0.0004
0.0000
low_veg
0.1261
0.0316
0.6168
0.2252
0.0003
0.0000
tree
0.0095
0.0055
0.0401
0.9449
0.0000
0.0000
car
0.4638
0.0186
0.0158
0.0061
0.4956
0.0000
clutter
0.6878
0.1506
0.1378
0.0033
0.0206
0.0000
Precision/Correctness
0.807
0.955
0.864
0.659
0.908
-nan
Recall/Completeness
0.937
0.895
0.617
0.945
0.496
0.000
F1
0.867
0.924
0.720
0.776
0.641
-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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9640
0.0119
0.0195
0.0035
0.0011
0.0000
building
0.0708
0.9156
0.0105
0.0028
0.0003
0.0000
low_veg
0.1113
0.0168
0.6568
0.2149
0.0002
0.0000
tree
0.0030
0.0024
0.0258
0.9688
0.0000
0.0000
car
0.3648
0.0202
0.0119
0.0045
0.5986
0.0000
clutter
0.7129
0.1391
0.1180
0.0016
0.0284
0.0000
Precision/Correctness
0.842
0.977
0.905
0.688
0.963
-nan
Recall/Completeness
0.964
0.916
0.657
0.969
0.599
0.000
F1
0.899
0.945
0.761
0.805
0.738
-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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9437
0.0160
0.0233
0.0144
0.0026
0.0000
building
0.0403
0.9438
0.0078
0.0077
0.0004
0.0000
low_veg
0.1124
0.0300
0.5982
0.2592
0.0002
0.0000
tree
0.0047
0.0039
0.0236
0.9678
0.0000
0.0000
car
0.4019
0.0053
0.0036
0.0138
0.5755
0.0000
clutter
0.7005
0.2081
0.0306
0.0207
0.0401
0.0000
Precision/Correctness
0.881
0.935
0.851
0.691
0.761
-nan
Recall/Completeness
0.944
0.944
0.598
0.968
0.575
0.000
F1
0.911
0.939
0.702
0.806
0.655
-nan

Overall accuracy 0.862

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9657
0.0088
0.0171
0.0068
0.0016
0.0000
building
0.0342
0.9565
0.0045
0.0044
0.0004
0.0000
low_veg
0.0899
0.0139
0.6499
0.2462
0.0001
0.0000
tree
0.0017
0.0020
0.0165
0.9798
0.0000
0.0000
car
0.2948
0.0034
0.0020
0.0117
0.6882
0.0000
clutter
0.6958
0.2229
0.0250
0.0107
0.0456
0.0000
Precision/Correctness
0.905
0.957
0.889
0.731
0.775
-nan
Recall/Completeness
0.966
0.956
0.650
0.980
0.688
0.000
F1
0.934
0.957
0.751
0.838
0.729
-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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9636
0.0119
0.0144
0.0048
0.0053
0.0000
building
0.1853
0.8018
0.0070
0.0028
0.0031
0.0000
low_veg
0.0970
0.0076
0.8582
0.0370
0.0002
0.0000
tree
0.0394
0.0052
0.0974
0.8573
0.0007
0.0000
car
0.2367
0.2934
0.0107
0.0072
0.4520
0.0000
clutter
0.5620
0.3428
0.0264
0.0154
0.0534
0.0000
Precision/Correctness
0.793
0.886
0.866
0.916
0.771
-nan
Recall/Completeness
0.964
0.802
0.858
0.857
0.452
0.000
F1
0.870
0.842
0.862
0.886
0.570
-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_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9794
0.0060
0.0114
0.0010
0.0022
0.0000
building
0.1774
0.8148
0.0040
0.0010
0.0028
0.0000
low_veg
0.0696
0.0029
0.8994
0.0281
0.0001
0.0000
tree
0.0161
0.0013
0.0813
0.9011
0.0001
0.0000
car
0.1480
0.3371
0.0060
0.0023
0.5067
0.0000
clutter
0.5151
0.3956
0.0224
0.0074
0.0595
0.0000
Precision/Correctness
0.821
0.906
0.898
0.950
0.807
-nan
Recall/Completeness
0.979
0.815
0.899
0.901
0.507
0.000
F1
0.893
0.858
0.898
0.925
0.622
-nan

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9715
0.0121
0.0120
0.0038
0.0007
0.0000
building
0.1784
0.7825
0.0213
0.0156
0.0022
0.0000
low_veg
0.1709
0.0298
0.7446
0.0542
0.0004
0.0000
tree
0.0772
0.0035
0.1154
0.8039
0.0000
0.0000
car
0.5004
0.0065
0.0164
0.0021
0.4746
0.0000
clutter
0.8000
0.1292
0.0030
0.0009
0.0669
0.0000
Precision/Correctness
0.734
0.932
0.831
0.854
0.571
-nan
Recall/Completeness
0.971
0.783
0.745
0.804
0.475
0.000
F1
0.836
0.851
0.786
0.828
0.519
-nan

Overall accuracy 0.805

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
0.9847
0.0064
0.0073
0.0013
0.0003
0.0000
building
0.1747
0.7914
0.0186
0.0132
0.0021
0.0000
low_veg
0.1412
0.0224
0.7841
0.0519
0.0004
0.0000
tree
0.0560
0.0008
0.0984
0.8449
0.0000
0.0000
car
0.3789
0.0048
0.0150
0.0004
0.6010
0.0000
clutter
0.7862
0.1362
0.0013
0.0007
0.0756
0.0000
Precision/Correctness
0.755
0.949
0.864
0.875
0.565
-nan
Recall/Completeness
0.985
0.791
0.784
0.845
0.601
0.000
F1
0.855
0.863
0.822
0.860
0.583
-nan

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8573
0.0268
0.0954
0.0191
0.0014
0.0000
building
0.0827
0.8870
0.0233
0.0065
0.0005
0.0000
low_veg
0.0549
0.0181
0.7212
0.2056
0.0002
0.0000
tree
0.0272
0.0044
0.1407
0.8275
0.0001
0.0000
car
0.5356
0.0209
0.0085
0.0141
0.4209
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.824
0.950
0.739
0.771
0.848
--
Recall/Completeness
0.857
0.887
0.721
0.828
0.421
--
F1
0.840
0.917
0.730
0.798
0.563
--

Overall accuracy 0.821

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
0.9117
0.0188
0.0633
0.0055
0.0007
0.0000
building
0.0693
0.9157
0.0127
0.0019
0.0004
0.0000
low_veg
0.0440
0.0077
0.7475
0.2006
0.0002
0.0000
tree
0.0105
0.0015
0.1040
0.8839
0.0000
0.0000
car
0.4332
0.0262
0.0082
0.0066
0.5259
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.864
0.974
0.810
0.798
0.894
--
Recall/Completeness
0.912
0.916
0.747
0.884
0.526
--
F1
0.887
0.944
0.777
0.839
0.662
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9019
0.0206
0.0586
0.0159
0.0030
0.0000
building
0.0414
0.9220
0.0276
0.0083
0.0007
0.0000
low_veg
0.0733
0.0193
0.8108
0.0961
0.0005
0.0000
tree
0.0244
0.0051
0.1263
0.8442
0.0001
0.0000
car
0.3804
0.0362
0.0348
0.0162
0.5323
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.860
0.950
0.826
0.831
0.822
--
Recall/Completeness
0.902
0.922
0.811
0.844
0.532
--
F1
0.880
0.936
0.819
0.838
0.646
--

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9351
0.0148
0.0428
0.0055
0.0018
0.0000
building
0.0325
0.9463
0.0156
0.0050
0.0006
0.0000
low_veg
0.0579
0.0097
0.8514
0.0807
0.0004
0.0000
tree
0.0113
0.0018
0.1009
0.8859
0.0001
0.0000
car
0.2792
0.0437
0.0247
0.0074
0.6450
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.897
0.972
0.871
0.870
0.861
--
Recall/Completeness
0.935
0.946
0.851
0.886
0.645
--
F1
0.916
0.959
0.861
0.878
0.737
--

Overall accuracy 0.904

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image