Detailled semantic labeling (2D) result


Name D. Tran and T. Bui
Affiliation University​ ​of​ ​Engineering​ ​and​ ​Technology, Vietnam
Abbreviation VNU2
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
0.891
0.043
0.042
0.021
0.003
0.000
building
0.073
0.890
0.028
0.006
0.000
0.002
low_veg
0.055
0.029
0.751
0.164
0.000
0.000
tree
0.020
0.007
0.090
0.884
0.000
0.000
car
0.434
0.059
0.018
0.010
0.478
0.001
clutter
0.396
0.310
0.016
0.010
0.062
0.206
Precision/Correctness
0.847
0.909
0.804
0.823
0.796
0.701
Recall/Completeness
0.891
0.890
0.751
0.884
0.478
0.206
F1
0.869
0.900
0.777
0.852
0.597
0.319

Overall accuracy 0.848

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
0.921
0.033
0.034
0.011
0.002
0.000
building
0.068
0.906
0.021
0.003
0.000
0.002
low_veg
0.044
0.018
0.789
0.148
0.000
0.000
tree
0.010
0.003
0.075
0.913
0.000
0.000
car
0.343
0.066
0.012
0.006
0.572
0.001
clutter
0.360
0.331
0.013
0.004
0.065
0.227
Precision/Correctness
0.876
0.934
0.839
0.854
0.829
0.711
Recall/Completeness
0.921
0.906
0.789
0.913
0.572
0.227
F1
0.898
0.920
0.813
0.882
0.677
0.345

Overall accuracy 0.878
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9309
0.0197
0.0265
0.0183
0.0042
0.0004
building
0.0453
0.9253
0.0244
0.0043
0.0005
0.0002
low_veg
0.0734
0.0221
0.6951
0.2049
0.0000
0.0045
tree
0.0278
0.0056
0.0972
0.8678
0.0000
0.0016
car
0.4865
0.0302
0.0016
0.0051
0.4759
0.0007
clutter
0.1069
0.0000
0.0016
0.0162
0.0000
0.8752
Precision/Correctness
0.839
0.946
0.824
0.793
0.862
0.908
Recall/Completeness
0.931
0.925
0.695
0.868
0.476
0.875
F1
0.882
0.935
0.754
0.829
0.613
0.891

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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9581
0.0141
0.0170
0.0071
0.0033
0.0004
building
0.0379
0.9455
0.0144
0.0017
0.0005
0.0001
low_veg
0.0568
0.0114
0.7288
0.1982
0.0000
0.0049
tree
0.0134
0.0021
0.0867
0.8969
0.0000
0.0009
car
0.3791
0.0277
0.0012
0.0020
0.5893
0.0007
clutter
0.1035
0.0000
0.0007
0.0035
0.0000
0.8923
Precision/Correctness
0.879
0.969
0.857
0.818
0.884
0.920
Recall/Completeness
0.958
0.945
0.729
0.897
0.589
0.892
F1
0.917
0.957
0.788
0.856
0.707
0.906

Overall accuracy 0.879

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9159
0.0678
0.0086
0.0055
0.0022
0.0000
building
0.0813
0.9068
0.0092
0.0023
0.0004
0.0000
low_veg
0.1786
0.0678
0.4540
0.2996
0.0000
0.0000
tree
0.0527
0.0198
0.0824
0.8451
0.0000
0.0000
car
0.5852
0.0415
0.0034
0.0018
0.3681
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.805
0.954
0.635
0.714
0.864
--
Recall/Completeness
0.916
0.907
0.454
0.845
0.368
--
F1
0.857
0.930
0.529
0.774
0.516
--

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
0.9522
0.0381
0.0058
0.0028
0.0011
0.0000
building
0.0715
0.9188
0.0080
0.0013
0.0003
0.0000
low_veg
0.1404
0.0281
0.5031
0.3284
0.0000
0.0000
tree
0.0245
0.0090
0.0770
0.8894
0.0000
0.0000
car
0.5187
0.0353
0.0017
0.0003
0.4441
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.833
0.977
0.668
0.739
0.907
--
Recall/Completeness
0.952
0.919
0.503
0.889
0.444
--
F1
0.888
0.947
0.574
0.807
0.596
--

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_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8900
0.0616
0.0322
0.0134
0.0028
0.0001
building
0.0638
0.9128
0.0189
0.0042
0.0003
0.0000
low_veg
0.0884
0.0398
0.6909
0.1803
0.0002
0.0004
tree
0.0150
0.0040
0.0609
0.9198
0.0001
0.0002
car
0.5319
0.0454
0.0164
0.0063
0.3956
0.0044
clutter
--
--
--
--
--
--
Precision/Correctness
0.839
0.933
0.696
0.916
0.883
--
Recall/Completeness
0.890
0.913
0.691
0.920
0.396
--
F1
0.864
0.923
0.693
0.918
0.546
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9294
0.0410
0.0240
0.0044
0.0012
0.0000
building
0.0570
0.9270
0.0141
0.0017
0.0001
0.0000
low_veg
0.0728
0.0224
0.7452
0.1592
0.0000
0.0004
tree
0.0059
0.0012
0.0495
0.9432
0.0000
0.0002
car
0.4521
0.0386
0.0178
0.0038
0.4829
0.0048
clutter
--
--
--
--
--
--
Precision/Correctness
0.872
0.960
0.738
0.942
0.943
--
Recall/Completeness
0.929
0.927
0.745
0.943
0.483
--
F1
0.900
0.943
0.742
0.943
0.639
--

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
0.8770
0.0356
0.0706
0.0133
0.0035
0.0000
building
0.0326
0.9418
0.0202
0.0049
0.0006
0.0000
low_veg
0.0517
0.0168
0.8637
0.0677
0.0001
0.0000
tree
0.0237
0.0069
0.0872
0.8822
0.0000
0.0000
car
0.4491
0.0440
0.0368
0.0048
0.4639
0.0014
clutter
--
--
--
--
--
--
Precision/Correctness
0.899
0.928
0.779
0.919
0.864
--
Recall/Completeness
0.877
0.942
0.864
0.882
0.464
--
F1
0.888
0.935
0.819
0.900
0.604
--

Overall accuracy 0.884

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
0.9079
0.0266
0.0591
0.0045
0.0019
0.0000
building
0.0251
0.9602
0.0119
0.0024
0.0004
0.0000
low_veg
0.0377
0.0085
0.9000
0.0537
0.0001
0.0000
tree
0.0099
0.0029
0.0683
0.9189
0.0000
0.0000
car
0.3588
0.0469
0.0264
0.0020
0.5642
0.0018
clutter
--
--
--
--
--
--
Precision/Correctness
0.933
0.953
0.821
0.947
0.910
--
Recall/Completeness
0.908
0.960
0.900
0.919
0.564
--
F1
0.920
0.957
0.859
0.933
0.697
--

Overall accuracy 0.917

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
0.8132
0.0926
0.0629
0.0259
0.0028
0.0026
building
0.0389
0.9254
0.0223
0.0120
0.0003
0.0010
low_veg
0.0685
0.0444
0.6964
0.1903
0.0004
0.0000
tree
0.0153
0.0079
0.0710
0.9057
0.0000
0.0000
car
0.4307
0.0522
0.0183
0.0116
0.4803
0.0069
clutter
--
--
--
--
--
--
Precision/Correctness
0.917
0.831
0.737
0.802
0.736
--
Recall/Completeness
0.813
0.925
0.696
0.906
0.480
--
F1
0.862
0.876
0.716
0.850
0.581
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8459
0.0795
0.0565
0.0131
0.0022
0.0027
building
0.0330
0.9409
0.0167
0.0083
0.0003
0.0008
low_veg
0.0660
0.0315
0.7399
0.1621
0.0004
0.0000
tree
0.0071
0.0039
0.0539
0.9352
0.0000
0.0000
car
0.3545
0.0601
0.0135
0.0076
0.5577
0.0066
clutter
--
--
--
--
--
--
Precision/Correctness
0.936
0.860
0.774
0.844
0.747
--
Recall/Completeness
0.846
0.941
0.740
0.935
0.558
--
F1
0.888
0.899
0.756
0.887
0.639
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8684
0.0435
0.0425
0.0427
0.0030
0.0000
building
0.0800
0.8628
0.0148
0.0061
0.0000
0.0362
low_veg
0.0396
0.0362
0.7198
0.2041
0.0001
0.0001
tree
0.0095
0.0107
0.0959
0.8837
0.0000
0.0002
car
0.3431
0.0043
0.0176
0.0018
0.6331
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.794
0.889
0.824
0.831
0.873
--
Recall/Completeness
0.868
0.863
0.720
0.884
0.633
--
F1
0.830
0.876
0.769
0.857
0.734
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8973
0.0400
0.0363
0.0255
0.0009
0.0000
building
0.0826
0.8696
0.0072
0.0020
0.0000
0.0386
low_veg
0.0372
0.0236
0.7586
0.1804
0.0001
0.0001
tree
0.0047
0.0049
0.0820
0.9083
0.0000
0.0000
car
0.2251
0.0030
0.0167
0.0000
0.7552
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.815
0.922
0.853
0.860
0.944
--
Recall/Completeness
0.897
0.870
0.759
0.908
0.755
--
F1
0.854
0.895
0.803
0.883
0.839
--

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_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8196
0.0405
0.0969
0.0400
0.0026
0.0003
building
0.0118
0.9614
0.0188
0.0080
0.0000
0.0001
low_veg
0.0749
0.0570
0.6862
0.1818
0.0001
0.0000
tree
0.0238
0.0146
0.0956
0.8658
0.0000
0.0002
car
0.2430
0.0255
0.0081
0.0093
0.7142
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.863
0.855
0.752
0.836
0.751
--
Recall/Completeness
0.820
0.961
0.686
0.866
0.714
--
F1
0.841
0.905
0.718
0.851
0.732
--

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_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8413
0.0344
0.0938
0.0283
0.0020
0.0002
building
0.0079
0.9788
0.0102
0.0030
0.0000
0.0001
low_veg
0.0711
0.0401
0.7186
0.1702
0.0001
0.0000
tree
0.0165
0.0078
0.0843
0.8914
0.0000
0.0001
car
0.1385
0.0255
0.0027
0.0012
0.8321
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.887
0.892
0.774
0.859
0.773
--
Recall/Completeness
0.841
0.979
0.719
0.891
0.832
--
F1
0.864
0.933
0.745
0.875
0.801
--

Overall accuracy 0.852

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
0.8305
0.0395
0.0690
0.0594
0.0017
0.0000
building
0.0261
0.9279
0.0315
0.0142
0.0003
0.0000
low_veg
0.0205
0.0257
0.8213
0.1321
0.0000
0.0004
tree
0.0252
0.0060
0.1140
0.8547
0.0000
0.0000
car
0.3111
0.0110
0.0213
0.0173
0.6394
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.861
0.912
0.807
0.860
0.816
--
Recall/Completeness
0.830
0.928
0.821
0.855
0.639
--
F1
0.846
0.920
0.814
0.857
0.717
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8661
0.0329
0.0604
0.0398
0.0007
0.0000
building
0.0223
0.9468
0.0236
0.0071
0.0003
0.0000
low_veg
0.0169
0.0189
0.8476
0.1162
0.0000
0.0004
tree
0.0173
0.0021
0.1009
0.8797
0.0000
0.0000
car
0.2145
0.0076
0.0123
0.0074
0.7582
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.893
0.937
0.833
0.886
0.887
--
Recall/Completeness
0.866
0.947
0.848
0.880
0.758
--
F1
0.879
0.942
0.840
0.883
0.818
--

Overall accuracy 0.880

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8149
0.0713
0.0621
0.0490
0.0027
0.0000
building
0.0237
0.9316
0.0373
0.0074
0.0000
0.0000
low_veg
0.0430
0.0314
0.7721
0.1533
0.0000
0.0002
tree
0.0076
0.0021
0.0532
0.9370
0.0000
0.0000
car
0.3500
0.0214
0.0461
0.0174
0.5651
0.0000
clutter
0.0714
0.9152
0.0108
0.0026
0.0000
0.0000
Precision/Correctness
0.898
0.767
0.785
0.904
0.806
0.000
Recall/Completeness
0.815
0.932
0.772
0.937
0.565
0.000
F1
0.854
0.842
0.779
0.920
0.664
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8460
0.0627
0.0594
0.0299
0.0019
0.0000
building
0.0219
0.9433
0.0320
0.0028
0.0000
0.0000
low_veg
0.0371
0.0189
0.8196
0.1242
0.0000
0.0002
tree
0.0031
0.0006
0.0402
0.9561
0.0000
0.0000
car
0.2531
0.0255
0.0400
0.0065
0.6749
0.0000
clutter
0.0625
0.9278
0.0091
0.0007
0.0000
0.0000
Precision/Correctness
0.922
0.787
0.815
0.931
0.834
0.000
Recall/Completeness
0.846
0.943
0.820
0.956
0.675
0.000
F1
0.882
0.858
0.817
0.944
0.746
-nan

Overall accuracy 0.879

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8848
0.0383
0.0355
0.0376
0.0034
0.0004
building
0.0279
0.9520
0.0131
0.0070
0.0000
0.0000
low_veg
0.0912
0.0491
0.6996
0.1595
0.0007
0.0000
tree
0.0205
0.0051
0.0617
0.9126
0.0000
0.0000
car
0.4503
0.0264
0.0331
0.0190
0.4712
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.892
0.877
0.816
0.852
0.806
--
Recall/Completeness
0.885
0.952
0.700
0.913
0.471
--
F1
0.888
0.913
0.753
0.881
0.595
--

Overall accuracy 0.863

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
0.9199
0.0283
0.0298
0.0194
0.0022
0.0004
building
0.0220
0.9682
0.0060
0.0038
0.0000
0.0000
low_veg
0.0886
0.0344
0.7454
0.1309
0.0007
0.0000
tree
0.0091
0.0019
0.0454
0.9436
0.0000
0.0000
car
0.3625
0.0307
0.0271
0.0093
0.5705
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.917
0.913
0.858
0.892
0.843
--
Recall/Completeness
0.920
0.968
0.745
0.944
0.570
--
F1
0.919
0.940
0.798
0.917
0.680
--

Overall accuracy 0.898

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7876
0.0644
0.1051
0.0412
0.0016
0.0000
building
0.0597
0.8734
0.0556
0.0111
0.0002
0.0000
low_veg
0.0242
0.0195
0.8653
0.0909
0.0000
0.0000
tree
0.0145
0.0086
0.1459
0.8310
0.0000
0.0000
car
0.4399
0.0418
0.0287
0.0067
0.4829
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.812
0.893
0.850
0.823
0.871
--
Recall/Completeness
0.788
0.873
0.865
0.831
0.483
--
F1
0.800
0.883
0.857
0.827
0.621
--

Overall accuracy 0.845

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
0.8203
0.0523
0.0968
0.0297
0.0009
0.0000
building
0.0584
0.8854
0.0473
0.0087
0.0002
0.0000
low_veg
0.0218
0.0144
0.8844
0.0793
0.0000
0.0000
tree
0.0081
0.0046
0.1243
0.8630
0.0000
0.0000
car
0.3394
0.0507
0.0155
0.0025
0.5919
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.835
0.920
0.873
0.846
0.907
--
Recall/Completeness
0.820
0.885
0.884
0.863
0.592
--
F1
0.828
0.902
0.878
0.855
0.716
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9271
0.0336
0.0245
0.0091
0.0057
0.0000
building
0.0892
0.8800
0.0234
0.0071
0.0004
0.0000
low_veg
0.0928
0.0270
0.6384
0.2417
0.0001
0.0000
tree
0.0126
0.0039
0.0396
0.9438
0.0000
0.0000
car
0.4717
0.0218
0.0129
0.0099
0.4837
0.0000
clutter
0.7483
0.0909
0.0836
0.0182
0.0590
0.0000
Precision/Correctness
0.814
0.947
0.858
0.641
0.881
0.000
Recall/Completeness
0.927
0.880
0.638
0.944
0.484
0.000
F1
0.867
0.912
0.732
0.763
0.625
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9550
0.0218
0.0173
0.0039
0.0020
0.0000
building
0.0790
0.8988
0.0179
0.0041
0.0003
0.0000
low_veg
0.0768
0.0138
0.6786
0.2307
0.0001
0.0000
tree
0.0047
0.0013
0.0268
0.9672
0.0000
0.0000
car
0.3799
0.0206
0.0096
0.0084
0.5815
0.0000
clutter
0.7597
0.0854
0.0655
0.0103
0.0790
0.0000
Precision/Correctness
0.848
0.969
0.896
0.670
0.940
0.000
Recall/Completeness
0.955
0.899
0.679
0.967
0.582
0.000
F1
0.898
0.933
0.772
0.791
0.718
-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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9297
0.0290
0.0230
0.0152
0.0031
0.0000
building
0.0548
0.9200
0.0126
0.0066
0.0000
0.0060
low_veg
0.0664
0.0220
0.5883
0.3231
0.0001
0.0000
tree
0.0050
0.0027
0.0332
0.9592
0.0000
0.0000
car
0.3640
0.0414
0.0018
0.0162
0.5767
0.0000
clutter
0.5506
0.3626
0.0147
0.0150
0.0522
0.0049
Precision/Correctness
0.895
0.902
0.835
0.649
0.728
0.081
Recall/Completeness
0.930
0.920
0.588
0.959
0.577
0.005
F1
0.912
0.911
0.690
0.774
0.643
0.009

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9527
0.0215
0.0167
0.0074
0.0017
0.0000
building
0.0492
0.9337
0.0073
0.0035
0.0000
0.0063
low_veg
0.0425
0.0090
0.6351
0.3134
0.0000
0.0000
tree
0.0014
0.0007
0.0252
0.9727
0.0000
0.0000
car
0.2739
0.0448
0.0011
0.0142
0.6661
0.0000
clutter
0.5420
0.3806
0.0112
0.0059
0.0554
0.0049
Precision/Correctness
0.917
0.925
0.876
0.686
0.754
0.070
Recall/Completeness
0.953
0.934
0.635
0.973
0.666
0.005
F1
0.935
0.929
0.737
0.805
0.707
0.009

Overall accuracy 0.877

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9485
0.0225
0.0171
0.0052
0.0065
0.0003
building
0.2451
0.7356
0.0151
0.0018
0.0020
0.0004
low_veg
0.0376
0.0034
0.9109
0.0480
0.0001
0.0000
tree
0.0332
0.0030
0.0919
0.8715
0.0005
0.0000
car
0.2919
0.1692
0.0185
0.0106
0.5097
0.0002
clutter
0.4895
0.2911
0.0407
0.0163
0.1019
0.0604
Precision/Correctness
0.780
0.889
0.854
0.903
0.737
0.889
Recall/Completeness
0.948
0.736
0.911
0.871
0.510
0.060
F1
0.856
0.805
0.881
0.887
0.602
0.113

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_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9656
0.0179
0.0124
0.0009
0.0030
0.0002
building
0.2410
0.7479
0.0086
0.0004
0.0017
0.0004
low_veg
0.0239
0.0016
0.9359
0.0386
0.0000
0.0000
tree
0.0131
0.0004
0.0748
0.9117
0.0001
0.0000
car
0.2053
0.1974
0.0080
0.0048
0.5843
0.0001
clutter
0.4465
0.3323
0.0372
0.0084
0.1081
0.0676
Precision/Correctness
0.800
0.904
0.893
0.938
0.773
0.911
Recall/Completeness
0.966
0.748
0.936
0.912
0.584
0.068
F1
0.875
0.819
0.914
0.924
0.666
0.126

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9616
0.0242
0.0077
0.0024
0.0014
0.0029
building
0.1879
0.7066
0.1001
0.0048
0.0006
0.0000
low_veg
0.0857
0.0228
0.8110
0.0804
0.0001
0.0000
tree
0.0460
0.0106
0.1368
0.8065
0.0001
0.0000
car
0.5162
0.0876
0.0055
0.0027
0.3880
0.0000
clutter
0.5311
0.1586
0.0031
0.0016
0.1053
0.2002
Precision/Correctness
0.775
0.897
0.728
0.851
0.437
0.907
Recall/Completeness
0.962
0.707
0.811
0.807
0.388
0.200
F1
0.858
0.790
0.768
0.828
0.411
0.328

Overall accuracy 0.800

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
0.9751
0.0187
0.0029
0.0005
0.0008
0.0019
building
0.1844
0.7126
0.1000
0.0026
0.0004
0.0000
low_veg
0.0561
0.0137
0.8511
0.0791
0.0001
0.0000
tree
0.0191
0.0075
0.1246
0.8487
0.0001
0.0000
car
0.4264
0.0971
0.0022
0.0004
0.4740
0.0000
clutter
0.4970
0.1654
0.0022
0.0006
0.1183
0.2165
Precision/Correctness
0.798
0.918
0.745
0.870
0.425
0.935
Recall/Completeness
0.975
0.713
0.851
0.849
0.474
0.216
F1
0.878
0.802
0.795
0.859
0.448
0.352

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8459
0.0509
0.0712
0.0309
0.0011
0.0001
building
0.0574
0.9090
0.0272
0.0060
0.0003
0.0001
low_veg
0.0417
0.0170
0.6598
0.2815
0.0000
0.0000
tree
0.0282
0.0060
0.1064
0.8593
0.0002
0.0000
car
0.4830
0.0498
0.0059
0.0153
0.4459
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.855
0.928
0.766
0.717
0.893
--
Recall/Completeness
0.846
0.909
0.660
0.859
0.446
--
F1
0.851
0.918
0.709
0.782
0.595
--

Overall accuracy 0.817

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
0.8975
0.0413
0.0491
0.0116
0.0004
0.0001
building
0.0489
0.9332
0.0160
0.0015
0.0003
0.0001
low_veg
0.0310
0.0068
0.6901
0.2721
0.0000
0.0000
tree
0.0111
0.0021
0.0838
0.9030
0.0001
0.0000
car
0.3863
0.0518
0.0029
0.0092
0.5498
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.894
0.954
0.825
0.747
0.943
--
Recall/Completeness
0.897
0.933
0.690
0.903
0.550
--
F1
0.896
0.944
0.752
0.817
0.695
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9055
0.0316
0.0430
0.0178
0.0021
0.0000
building
0.0451
0.8973
0.0490
0.0079
0.0006
0.0001
low_veg
0.0406
0.0279
0.8151
0.1163
0.0001
0.0000
tree
0.0201
0.0041
0.1108
0.8649
0.0000
0.0000
car
0.4158
0.0547
0.0471
0.0190
0.4625
0.0009
clutter
--
--
--
--
--
--
Precision/Correctness
0.888
0.928
0.832
0.810
0.854
--
Recall/Completeness
0.905
0.897
0.815
0.865
0.463
--
F1
0.897
0.912
0.824
0.837
0.600
--

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
0.9361
0.0267
0.0292
0.0066
0.0013
0.0000
building
0.0381
0.9208
0.0364
0.0041
0.0006
0.0001
low_veg
0.0261
0.0209
0.8554
0.0976
0.0001
0.0000
tree
0.0065
0.0012
0.0912
0.9010
0.0000
0.0000
car
0.3239
0.0649
0.0351
0.0114
0.5644
0.0005
clutter
--
--
--
--
--
--
Precision/Correctness
0.923
0.947
0.871
0.851
0.886
--
Recall/Completeness
0.936
0.921
0.855
0.901
0.564
--
F1
0.930
0.934
0.863
0.875
0.689
--

Overall accuracy 0.901

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image