Detailled semantic labeling (2D) result


Name Y. Liu et al.
Affiliation Chinese Academy of Sciences, China
Abbreviation CASIA3
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
0.911
0.029
0.039
0.016
0.004
0.000
building
0.039
0.937
0.018
0.005
0.001
0.000
low_veg
0.053
0.022
0.786
0.139
0.000
0.000
tree
0.022
0.005
0.092
0.881
0.000
0.000
car
0.229
0.019
0.008
0.005
0.738
0.000
clutter
0.364
0.282
0.015
0.006
0.038
0.295
Precision/Correctness
0.886
0.935
0.823
0.847
0.841
0.962
Recall/Completeness
0.911
0.937
0.786
0.881
0.738
0.295
F1
0.898
0.936
0.804
0.863
0.786
0.451

Overall accuracy 0.876

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
0.936
0.022
0.031
0.007
0.003
0.000
building
0.031
0.955
0.012
0.002
0.000
0.000
low_veg
0.041
0.013
0.822
0.125
0.000
0.000
tree
0.011
0.002
0.075
0.913
0.000
0.000
car
0.111
0.021
0.005
0.002
0.860
0.000
clutter
0.325
0.299
0.011
0.002
0.039
0.324
Precision/Correctness
0.918
0.955
0.858
0.877
0.874
0.976
Recall/Completeness
0.936
0.955
0.822
0.913
0.860
0.324
F1
0.927
0.955
0.839
0.894
0.867
0.487

Overall accuracy 0.906
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9502
0.0140
0.0196
0.0115
0.0046
0.0000
building
0.0388
0.9409
0.0168
0.0034
0.0001
0.0000
low_veg
0.0683
0.0262
0.7345
0.1709
0.0001
0.0000
tree
0.0303
0.0049
0.0999
0.8633
0.0003
0.0012
car
0.2597
0.0052
0.0014
0.0008
0.7330
0.0000
clutter
0.0157
0.0000
0.0000
0.0154
0.0000
0.9689
Precision/Correctness
0.864
0.951
0.843
0.823
0.899
0.983
Recall/Completeness
0.950
0.941
0.734
0.863
0.733
0.969
F1
0.905
0.946
0.785
0.843
0.808
0.976

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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9734
0.0103
0.0097
0.0034
0.0032
0.0000
building
0.0318
0.9581
0.0095
0.0005
0.0001
0.0000
low_veg
0.0515
0.0168
0.7658
0.1659
0.0000
0.0000
tree
0.0146
0.0013
0.0856
0.8978
0.0002
0.0005
car
0.1114
0.0027
0.0015
0.0000
0.8843
0.0000
clutter
0.0162
0.0000
0.0000
0.0036
0.0000
0.9802
Precision/Correctness
0.905
0.970
0.876
0.846
0.923
0.994
Recall/Completeness
0.973
0.958
0.766
0.898
0.884
0.980
F1
0.938
0.964
0.817
0.871
0.903
0.987

Overall accuracy 0.901

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
0.9433
0.0368
0.0114
0.0043
0.0042
0.0000
building
0.0561
0.9340
0.0077
0.0015
0.0007
0.0000
low_veg
0.1280
0.0665
0.5331
0.2714
0.0010
0.0000
tree
0.0577
0.0169
0.0840
0.8414
0.0001
0.0000
car
0.2716
0.0173
0.0011
0.0019
0.7081
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.862
0.973
0.670
0.740
0.859
--
Recall/Completeness
0.943
0.934
0.533
0.841
0.708
--
F1
0.901
0.953
0.594
0.787
0.776
--

Overall accuracy 0.910

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
0.9697
0.0182
0.0082
0.0015
0.0024
0.0000
building
0.0430
0.9494
0.0063
0.0005
0.0007
0.0000
low_veg
0.0884
0.0397
0.5756
0.2958
0.0005
0.0000
tree
0.0265
0.0070
0.0780
0.8885
0.0000
0.0000
car
0.1466
0.0141
0.0001
0.0006
0.8386
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.897
0.987
0.703
0.768
0.893
--
Recall/Completeness
0.970
0.949
0.576
0.889
0.839
--
F1
0.932
0.968
0.633
0.824
0.865
--

Overall accuracy 0.936

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
0.9210
0.0404
0.0235
0.0094
0.0056
0.0000
building
0.0466
0.9378
0.0121
0.0033
0.0002
0.0000
low_veg
0.1021
0.0217
0.7261
0.1498
0.0004
0.0000
tree
0.0165
0.0032
0.0593
0.9207
0.0002
0.0000
car
0.2682
0.0028
0.0012
0.0015
0.7263
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.869
0.958
0.741
0.932
0.880
--
Recall/Completeness
0.921
0.938
0.726
0.921
0.726
--
F1
0.894
0.948
0.733
0.926
0.796
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9528
0.0267
0.0153
0.0024
0.0027
0.0000
building
0.0362
0.9548
0.0081
0.0008
0.0001
0.0000
low_veg
0.0848
0.0062
0.7769
0.1321
0.0000
0.0000
tree
0.0060
0.0008
0.0463
0.9469
0.0001
0.0000
car
0.1518
0.0007
0.0001
0.0000
0.8473
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.907
0.978
0.788
0.953
0.934
--
Recall/Completeness
0.953
0.955
0.777
0.947
0.847
--
F1
0.929
0.966
0.782
0.950
0.888
--

Overall accuracy 0.933

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8928
0.0271
0.0686
0.0079
0.0038
0.0000
building
0.0269
0.9524
0.0158
0.0048
0.0001
0.0000
low_veg
0.0479
0.0140
0.8716
0.0660
0.0005
0.0000
tree
0.0256
0.0063
0.0876
0.8805
0.0001
0.0000
car
0.2601
0.0133
0.0147
0.0010
0.7108
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.915
0.944
0.787
0.927
0.901
--
Recall/Completeness
0.893
0.952
0.872
0.880
0.711
--
F1
0.904
0.948
0.827
0.903
0.795
--

Overall accuracy 0.896

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9184
0.0192
0.0583
0.0018
0.0022
0.0000
building
0.0179
0.9719
0.0082
0.0020
0.0000
0.0000
low_veg
0.0319
0.0054
0.9052
0.0573
0.0002
0.0000
tree
0.0095
0.0027
0.0656
0.9222
0.0000
0.0000
car
0.1341
0.0143
0.0089
0.0001
0.8426
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.952
0.967
0.830
0.948
0.935
--
Recall/Completeness
0.918
0.972
0.905
0.922
0.843
--
F1
0.935
0.970
0.866
0.935
0.886
--

Overall accuracy 0.929

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8632
0.0533
0.0594
0.0186
0.0052
0.0002
building
0.0271
0.9483
0.0130
0.0091
0.0024
0.0000
low_veg
0.0785
0.0318
0.7457
0.1439
0.0001
0.0000
tree
0.0151
0.0076
0.0789
0.8983
0.0000
0.0001
car
0.2282
0.0214
0.0004
0.0019
0.7481
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.929
0.891
0.759
0.843
0.674
--
Recall/Completeness
0.863
0.948
0.746
0.898
0.748
--
F1
0.895
0.919
0.752
0.870
0.709
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8939
0.0418
0.0527
0.0075
0.0039
0.0002
building
0.0212
0.9617
0.0092
0.0058
0.0021
0.0000
low_veg
0.0741
0.0179
0.7916
0.1163
0.0001
0.0000
tree
0.0061
0.0032
0.0599
0.9307
0.0000
0.0001
car
0.1323
0.0235
0.0000
0.0001
0.8441
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.946
0.921
0.795
0.886
0.685
--
Recall/Completeness
0.894
0.962
0.792
0.931
0.844
--
F1
0.919
0.941
0.793
0.908
0.756
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8753
0.0394
0.0531
0.0287
0.0025
0.0010
building
0.0335
0.9465
0.0145
0.0055
0.0000
0.0000
low_veg
0.0393
0.0218
0.7653
0.1736
0.0001
0.0000
tree
0.0097
0.0063
0.0993
0.8846
0.0000
0.0000
car
0.2196
0.0021
0.0049
0.0101
0.7633
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.847
0.927
0.825
0.855
0.911
--
Recall/Completeness
0.875
0.946
0.765
0.885
0.763
--
F1
0.861
0.937
0.794
0.870
0.831
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9020
0.0361
0.0456
0.0142
0.0009
0.0011
building
0.0329
0.9595
0.0060
0.0017
0.0000
0.0000
low_veg
0.0360
0.0120
0.7997
0.1523
0.0000
0.0000
tree
0.0048
0.0019
0.0820
0.9112
0.0000
0.0000
car
0.0964
0.0004
0.0028
0.0016
0.8988
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.873
0.953
0.856
0.882
0.959
--
Recall/Completeness
0.902
0.959
0.800
0.911
0.899
--
F1
0.887
0.956
0.827
0.896
0.928
--

Overall accuracy 0.888

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8377
0.0355
0.0867
0.0330
0.0068
0.0002
building
0.0095
0.9692
0.0161
0.0052
0.0000
0.0001
low_veg
0.0822
0.0551
0.7029
0.1590
0.0007
0.0000
tree
0.0268
0.0118
0.1189
0.8424
0.0000
0.0000
car
0.1542
0.0000
0.0000
0.0052
0.8406
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.857
0.867
0.741
0.852
0.560
--
Recall/Completeness
0.838
0.969
0.703
0.842
0.841
--
F1
0.847
0.915
0.721
0.847
0.672
--

Overall accuracy 0.828

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8578
0.0309
0.0836
0.0214
0.0061
0.0002
building
0.0052
0.9848
0.0086
0.0014
0.0000
0.0000
low_veg
0.0769
0.0400
0.7340
0.1484
0.0007
0.0000
tree
0.0189
0.0052
0.1063
0.8696
0.0000
0.0000
car
0.0462
0.0000
0.0000
0.0011
0.9527
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.901
0.762
0.875
0.541
--
Recall/Completeness
0.858
0.985
0.734
0.870
0.953
--
F1
0.870
0.941
0.748
0.872
0.690
--

Overall accuracy 0.853

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
0.8418
0.0231
0.0819
0.0510
0.0021
0.0000
building
0.0282
0.9403
0.0220
0.0094
0.0002
0.0000
low_veg
0.0164
0.0119
0.8357
0.1350
0.0001
0.0009
tree
0.0267
0.0041
0.1080
0.8612
0.0000
0.0000
car
0.1215
0.0007
0.0155
0.0030
0.8593
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.867
0.951
0.815
0.864
0.834
--
Recall/Completeness
0.842
0.940
0.836
0.861
0.859
--
F1
0.854
0.946
0.825
0.863
0.846
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8753
0.0190
0.0738
0.0311
0.0008
0.0000
building
0.0237
0.9646
0.0086
0.0030
0.0001
0.0000
low_veg
0.0119
0.0061
0.8606
0.1205
0.0001
0.0009
tree
0.0188
0.0012
0.0942
0.8858
0.0000
0.0000
car
0.0366
0.0000
0.0081
0.0000
0.9552
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.900
0.971
0.844
0.888
0.907
--
Recall/Completeness
0.875
0.965
0.861
0.886
0.955
--
F1
0.887
0.968
0.852
0.887
0.930
--

Overall accuracy 0.891

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8677
0.0350
0.0483
0.0453
0.0037
0.0000
building
0.0059
0.9837
0.0044
0.0061
0.0000
0.0000
low_veg
0.0591
0.0339
0.7313
0.1757
0.0000
0.0000
tree
0.0091
0.0017
0.0422
0.9469
0.0000
0.0000
car
0.1185
0.0002
0.0333
0.0151
0.8328
0.0000
clutter
0.0015
0.9984
0.0000
0.0002
0.0000
0.0000
Precision/Correctness
0.913
0.796
0.835
0.898
0.819
-nan
Recall/Completeness
0.868
0.984
0.731
0.947
0.833
0.000
F1
0.890
0.880
0.780
0.922
0.826
-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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9004
0.0250
0.0461
0.0265
0.0021
0.0000
building
0.0035
0.9947
0.0008
0.0010
0.0000
0.0000
low_veg
0.0529
0.0222
0.7792
0.1458
0.0000
0.0000
tree
0.0039
0.0002
0.0308
0.9651
0.0000
0.0000
car
0.0258
0.0003
0.0253
0.0068
0.9418
0.0000
clutter
0.0000
1.0000
0.0000
0.0000
0.0000
0.0000
Precision/Correctness
0.937
0.816
0.866
0.926
0.871
-nan
Recall/Completeness
0.900
0.995
0.779
0.965
0.942
0.000
F1
0.919
0.896
0.820
0.945
0.905
-nan

Overall accuracy 0.895

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
0.8992
0.0230
0.0447
0.0277
0.0054
0.0000
building
0.0341
0.9467
0.0138
0.0054
0.0001
0.0000
low_veg
0.0926
0.0293
0.7376
0.1404
0.0002
0.0000
tree
0.0235
0.0038
0.0632
0.9094
0.0001
0.0000
car
0.2238
0.0103
0.0091
0.0143
0.7426
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.894
0.921
0.810
0.873
0.818
--
Recall/Completeness
0.899
0.947
0.738
0.909
0.743
--
F1
0.897
0.934
0.772
0.891
0.779
--

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9295
0.0165
0.0373
0.0134
0.0033
0.0000
building
0.0266
0.9658
0.0060
0.0016
0.0000
0.0000
low_veg
0.0878
0.0170
0.7833
0.1118
0.0001
0.0000
tree
0.0097
0.0009
0.0462
0.9432
0.0000
0.0000
car
0.1119
0.0128
0.0044
0.0041
0.8667
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.922
0.951
0.852
0.911
0.866
--
Recall/Completeness
0.930
0.966
0.783
0.943
0.867
--
F1
0.925
0.958
0.816
0.927
0.867
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8267
0.0362
0.1000
0.0325
0.0045
0.0000
building
0.0579
0.8872
0.0398
0.0150
0.0000
0.0001
low_veg
0.0210
0.0180
0.8817
0.0791
0.0001
0.0001
tree
0.0198
0.0069
0.1517
0.8215
0.0001
0.0000
car
0.1942
0.0003
0.0051
0.0021
0.7982
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.826
0.920
0.857
0.839
0.811
--
Recall/Completeness
0.827
0.887
0.882
0.821
0.798
--
F1
0.826
0.903
0.869
0.830
0.805
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8581
0.0253
0.0910
0.0225
0.0031
0.0000
building
0.0555
0.8996
0.0326
0.0123
0.0000
0.0000
low_veg
0.0180
0.0134
0.8995
0.0690
0.0000
0.0000
tree
0.0131
0.0034
0.1284
0.8551
0.0001
0.0000
car
0.0925
0.0000
0.0007
0.0001
0.9068
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.850
0.945
0.880
0.861
0.836
--
Recall/Completeness
0.858
0.900
0.900
0.855
0.907
--
F1
0.854
0.922
0.890
0.858
0.870
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9433
0.0239
0.0201
0.0070
0.0058
0.0000
building
0.0662
0.9160
0.0132
0.0043
0.0004
0.0000
low_veg
0.0845
0.0277
0.6910
0.1959
0.0009
0.0000
tree
0.0126
0.0045
0.0549
0.9280
0.0000
0.0000
car
0.2497
0.0038
0.0043
0.0053
0.7370
0.0000
clutter
0.5671
0.2654
0.1119
0.0028
0.0529
0.0000
Precision/Correctness
0.857
0.957
0.889
0.688
0.913
-nan
Recall/Completeness
0.943
0.916
0.691
0.928
0.737
0.000
F1
0.898
0.936
0.777
0.790
0.816
-nan

Overall accuracy 0.874

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9680
0.0149
0.0128
0.0023
0.0019
0.0000
building
0.0548
0.9346
0.0086
0.0017
0.0002
0.0000
low_veg
0.0662
0.0134
0.7346
0.1850
0.0008
0.0000
tree
0.0050
0.0011
0.0384
0.9555
0.0000
0.0000
car
0.1211
0.0029
0.0021
0.0039
0.8700
0.0000
clutter
0.5810
0.2544
0.0964
0.0000
0.0683
0.0000
Precision/Correctness
0.892
0.977
0.925
0.719
0.956
-nan
Recall/Completeness
0.968
0.935
0.735
0.955
0.870
0.000
F1
0.929
0.955
0.819
0.821
0.911
-nan

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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9424
0.0165
0.0222
0.0133
0.0056
0.0000
building
0.0338
0.9477
0.0118
0.0066
0.0001
0.0000
low_veg
0.0523
0.0184
0.6801
0.2484
0.0009
0.0000
tree
0.0050
0.0017
0.0353
0.9580
0.0000
0.0000
car
0.2455
0.0018
0.0018
0.0096
0.7410
0.0002
clutter
0.4582
0.4234
0.0475
0.0046
0.0393
0.0269
Precision/Correctness
0.921
0.920
0.849
0.702
0.729
0.994
Recall/Completeness
0.942
0.948
0.680
0.958
0.741
0.027
F1
0.932
0.934
0.755
0.810
0.735
0.052

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9637
0.0111
0.0152
0.0058
0.0043
0.0000
building
0.0274
0.9628
0.0066
0.0031
0.0001
0.0000
low_veg
0.0321
0.0075
0.7244
0.2352
0.0008
0.0000
tree
0.0012
0.0002
0.0248
0.9737
0.0000
0.0000
car
0.1375
0.0001
0.0008
0.0068
0.8547
0.0001
clutter
0.4369
0.4532
0.0366
0.0018
0.0415
0.0301
Precision/Correctness
0.942
0.938
0.892
0.744
0.738
0.998
Recall/Completeness
0.964
0.963
0.724
0.974
0.855
0.030
F1
0.953
0.950
0.799
0.843
0.792
0.058

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9755
0.0061
0.0090
0.0037
0.0055
0.0003
building
0.0347
0.9510
0.0100
0.0028
0.0008
0.0007
low_veg
0.0268
0.0035
0.9344
0.0346
0.0005
0.0003
tree
0.0392
0.0025
0.1006
0.8568
0.0010
0.0000
car
0.1709
0.0798
0.0061
0.0065
0.7367
0.0000
clutter
0.5878
0.1313
0.0189
0.0106
0.0546
0.1968
Precision/Correctness
0.896
0.962
0.883
0.924
0.859
0.945
Recall/Completeness
0.975
0.951
0.934
0.857
0.737
0.197
F1
0.934
0.956
0.908
0.889
0.793
0.326

Overall accuracy 0.914

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
0.9866
0.0048
0.0055
0.0006
0.0024
0.0001
building
0.0221
0.9720
0.0043
0.0002
0.0006
0.0007
low_veg
0.0103
0.0019
0.9594
0.0284
0.0000
0.0000
tree
0.0156
0.0005
0.0789
0.9046
0.0003
0.0000
car
0.0716
0.0931
0.0016
0.0025
0.8312
0.0000
clutter
0.5524
0.1467
0.0151
0.0044
0.0559
0.2255
Precision/Correctness
0.931
0.968
0.920
0.954
0.893
0.968
Recall/Completeness
0.987
0.972
0.959
0.905
0.831
0.226
F1
0.958
0.970
0.939
0.929
0.861
0.366

Overall accuracy 0.942

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
0.9734
0.0136
0.0060
0.0035
0.0026
0.0008
building
0.0604
0.8863
0.0485
0.0036
0.0011
0.0000
low_veg
0.0586
0.0175
0.8833
0.0400
0.0006
0.0000
tree
0.0403
0.0062
0.1263
0.8270
0.0002
0.0000
car
0.2128
0.0149
0.0072
0.0023
0.7628
0.0000
clutter
0.5034
0.0827
0.0005
0.0029
0.0642
0.3463
Precision/Correctness
0.861
0.951
0.821
0.908
0.666
0.983
Recall/Completeness
0.973
0.886
0.883
0.827
0.763
0.346
F1
0.914
0.918
0.851
0.866
0.711
0.512

Overall accuracy 0.882

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
0.9849
0.0106
0.0018
0.0009
0.0016
0.0002
building
0.0534
0.8986
0.0457
0.0013
0.0010
0.0000
low_veg
0.0307
0.0102
0.9220
0.0367
0.0005
0.0000
tree
0.0161
0.0019
0.1155
0.8665
0.0000
0.0000
car
0.0845
0.0122
0.0039
0.0005
0.8988
0.0000
clutter
0.4596
0.0831
0.0000
0.0016
0.0700
0.3856
Precision/Correctness
0.891
0.964
0.841
0.933
0.665
0.996
Recall/Completeness
0.985
0.899
0.922
0.867
0.899
0.386
F1
0.936
0.930
0.880
0.899
0.765
0.556

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8656
0.0630
0.0552
0.0149
0.0014
0.0000
building
0.0273
0.9511
0.0156
0.0059
0.0000
0.0000
low_veg
0.0490
0.0138
0.7210
0.2161
0.0000
0.0000
tree
0.0364
0.0077
0.1070
0.8489
0.0001
0.0000
car
0.2588
0.0151
0.0001
0.0063
0.7196
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.879
0.923
0.806
0.771
0.935
--
Recall/Completeness
0.866
0.951
0.721
0.849
0.720
--
F1
0.872
0.937
0.761
0.808
0.813
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9032
0.0583
0.0353
0.0028
0.0004
0.0000
building
0.0178
0.9744
0.0070
0.0008
0.0000
0.0000
low_veg
0.0343
0.0048
0.7517
0.2092
0.0000
0.0000
tree
0.0132
0.0025
0.0812
0.9030
0.0000
0.0000
car
0.1313
0.0160
0.0000
0.0007
0.8519
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.928
0.944
0.863
0.798
0.979
--
Recall/Completeness
0.903
0.974
0.752
0.903
0.852
--
F1
0.916
0.959
0.803
0.847
0.911
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9000
0.0336
0.0473
0.0158
0.0030
0.0003
building
0.0214
0.9331
0.0377
0.0063
0.0014
0.0000
low_veg
0.0335
0.0121
0.8552
0.0989
0.0003
0.0000
tree
0.0221
0.0033
0.1088
0.8658
0.0001
0.0000
car
0.2160
0.0075
0.0438
0.0045
0.7282
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.919
0.947
0.845
0.834
0.849
--
Recall/Completeness
0.900
0.933
0.855
0.866
0.728
--
F1
0.910
0.940
0.850
0.850
0.784
--

Overall accuracy 0.888

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9274
0.0315
0.0340
0.0058
0.0011
0.0003
building
0.0142
0.9604
0.0221
0.0022
0.0011
0.0000
low_veg
0.0181
0.0085
0.8912
0.0821
0.0001
0.0000
tree
0.0082
0.0007
0.0854
0.9057
0.0000
0.0000
car
0.1116
0.0074
0.0353
0.0003
0.8455
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.957
0.959
0.887
0.874
0.908
--
Recall/Completeness
0.927
0.960
0.891
0.906
0.846
--
F1
0.942
0.959
0.889
0.889
0.876
--

Overall accuracy 0.921

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image