Detailled semantic labeling (2D) result


Name M. Gerke (SVL_full_segmentation_uses_height_and_CIR)
Affiliation University of Twente, The Netherlands
Abbreviation SVL_4
Strategy (u)nsupervised, (s)upervised, (h)ybrid s


Overall statistics, reference set: full_reference


Number of non processed tiles by this participant: 0
↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.861
0.039
0.060
0.032
0.007
0.001
building
0.094
0.864
0.029
0.012
0.001
0.000
low_veg
0.075
0.030
0.733
0.162
0.001
0.000
tree
0.030
0.008
0.124
0.837
0.000
0.000
car
0.477
0.026
0.018
0.012
0.465
0.002
clutter
0.560
0.233
0.055
0.012
0.054
0.086
Precision/Correctness
0.803
0.912
0.750
0.800
0.680
0.674
Recall/Completeness
0.861
0.864
0.733
0.837
0.465
0.086
F1
0.831
0.888
0.741
0.818
0.552
0.152

Overall accuracy 0.817

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
0.894
0.030
0.049
0.022
0.004
0.001
building
0.087
0.883
0.021
0.007
0.001
0.000
low_veg
0.065
0.021
0.765
0.148
0.001
0.000
tree
0.020
0.005
0.108
0.867
0.000
0.000
car
0.433
0.030
0.016
0.008
0.511
0.002
clutter
0.537
0.251
0.055
0.007
0.055
0.096
Precision/Correctness
0.830
0.935
0.787
0.832
0.723
0.688
Recall/Completeness
0.894
0.883
0.765
0.867
0.511
0.096
F1
0.861
0.909
0.776
0.849
0.599
0.169

Overall accuracy 0.847
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8957
0.0146
0.0542
0.0277
0.0078
0.0000
building
0.0414
0.9216
0.0298
0.0072
0.0000
0.0000
low_veg
0.1143
0.0317
0.7601
0.0937
0.0002
0.0000
tree
0.0406
0.0104
0.1116
0.8364
0.0001
0.0010
car
0.5568
0.0021
0.0142
0.0041
0.4228
0.0000
clutter
0.4307
0.0000
0.0000
0.0350
0.0000
0.5343
Precision/Correctness
0.778
0.938
0.794
0.865
0.766
0.975
Recall/Completeness
0.896
0.922
0.760
0.836
0.423
0.534
F1
0.832
0.930
0.777
0.850
0.545
0.690

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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9312
0.0095
0.0382
0.0163
0.0048
0.0000
building
0.0342
0.9412
0.0205
0.0041
0.0000
0.0000
low_veg
0.1027
0.0216
0.7927
0.0830
0.0001
0.0000
tree
0.0287
0.0069
0.0995
0.8643
0.0000
0.0006
car
0.5095
0.0002
0.0139
0.0026
0.4738
0.0000
clutter
0.4403
0.0000
0.0000
0.0182
0.0000
0.5415
Precision/Correctness
0.808
0.960
0.829
0.895
0.824
0.985
Recall/Completeness
0.931
0.941
0.793
0.864
0.474
0.542
F1
0.865
0.951
0.810
0.879
0.602
0.699

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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8316
0.1508
0.0035
0.0073
0.0055
0.0014
building
0.0549
0.9368
0.0039
0.0043
0.0001
0.0000
low_veg
0.3223
0.1459
0.3040
0.2268
0.0001
0.0009
tree
0.1059
0.0363
0.0151
0.8417
0.0010
0.0000
car
0.6345
0.0358
0.0001
0.0014
0.3282
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.803
0.909
0.775
0.734
0.736
--
Recall/Completeness
0.832
0.937
0.304
0.842
0.328
--
F1
0.817
0.923
0.437
0.784
0.454
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8678
0.1209
0.0026
0.0042
0.0030
0.0015
building
0.0439
0.9504
0.0031
0.0025
0.0001
0.0000
low_veg
0.3048
0.1148
0.3357
0.2441
0.0000
0.0006
tree
0.0773
0.0223
0.0130
0.8872
0.0002
0.0000
car
0.6040
0.0346
0.0000
0.0007
0.3608
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.837
0.932
0.809
0.770
0.811
--
Recall/Completeness
0.868
0.950
0.336
0.887
0.361
--
F1
0.852
0.941
0.474
0.824
0.499
--

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_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8345
0.0882
0.0414
0.0279
0.0078
0.0002
building
0.0577
0.9094
0.0190
0.0137
0.0001
0.0000
low_veg
0.0843
0.0593
0.6550
0.2005
0.0009
0.0000
tree
0.0275
0.0060
0.0577
0.9087
0.0001
0.0001
car
0.4847
0.0095
0.0119
0.0123
0.4813
0.0004
clutter
--
--
--
--
--
--
Precision/Correctness
0.829
0.907
0.675
0.887
0.785
--
Recall/Completeness
0.835
0.909
0.655
0.909
0.481
--
F1
0.832
0.908
0.665
0.898
0.597
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8758
0.0703
0.0325
0.0173
0.0039
0.0002
building
0.0488
0.9279
0.0150
0.0083
0.0000
0.0000
low_veg
0.0712
0.0484
0.7048
0.1754
0.0002
0.0001
tree
0.0171
0.0030
0.0483
0.9314
0.0000
0.0001
car
0.4451
0.0044
0.0108
0.0101
0.5292
0.0005
clutter
--
--
--
--
--
--
Precision/Correctness
0.865
0.932
0.712
0.919
0.865
--
Recall/Completeness
0.876
0.928
0.705
0.931
0.529
--
F1
0.870
0.930
0.708
0.925
0.657
--

Overall accuracy 0.889

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
0.8097
0.0531
0.0870
0.0393
0.0087
0.0022
building
0.0455
0.9286
0.0159
0.0099
0.0001
0.0000
low_veg
0.0806
0.0244
0.8187
0.0754
0.0009
0.0000
tree
0.0416
0.0100
0.0945
0.8534
0.0002
0.0003
car
0.4330
0.0092
0.0296
0.0176
0.5104
0.0003
clutter
--
--
--
--
--
--
Precision/Correctness
0.853
0.899
0.749
0.873
0.743
--
Recall/Completeness
0.810
0.929
0.819
0.853
0.510
--
F1
0.831
0.914
0.782
0.863
0.605
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8442
0.0450
0.0771
0.0258
0.0055
0.0023
building
0.0347
0.9498
0.0096
0.0059
0.0001
0.0000
low_veg
0.0686
0.0151
0.8550
0.0609
0.0004
0.0000
tree
0.0290
0.0059
0.0804
0.8844
0.0000
0.0003
car
0.3855
0.0076
0.0261
0.0137
0.5668
0.0003
clutter
--
--
--
--
--
--
Precision/Correctness
0.887
0.925
0.783
0.908
0.798
--
Recall/Completeness
0.844
0.950
0.855
0.884
0.567
--
F1
0.865
0.937
0.817
0.896
0.663
--

Overall accuracy 0.878

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
0.8293
0.0818
0.0452
0.0406
0.0026
0.0005
building
0.0242
0.9258
0.0312
0.0184
0.0004
0.0001
low_veg
0.0840
0.0410
0.6843
0.1898
0.0009
0.0000
tree
0.0329
0.0107
0.1250
0.8314
0.0000
0.0000
car
0.5231
0.0063
0.0291
0.0058
0.4326
0.0031
clutter
--
--
--
--
--
--
Precision/Correctness
0.910
0.845
0.706
0.763
0.712
--
Recall/Completeness
0.829
0.926
0.684
0.831
0.433
--
F1
0.868
0.884
0.695
0.796
0.538
--

Overall accuracy 0.824

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
0.8659
0.0677
0.0367
0.0276
0.0016
0.0005
building
0.0182
0.9436
0.0247
0.0131
0.0003
0.0001
low_veg
0.0812
0.0321
0.7212
0.1645
0.0010
0.0000
tree
0.0240
0.0063
0.1034
0.8662
0.0000
0.0000
car
0.4851
0.0037
0.0288
0.0040
0.4743
0.0041
clutter
--
--
--
--
--
--
Precision/Correctness
0.929
0.874
0.749
0.806
0.747
--
Recall/Completeness
0.866
0.944
0.721
0.866
0.474
--
F1
0.896
0.908
0.735
0.835
0.580
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8283
0.0194
0.0842
0.0630
0.0050
0.0001
building
0.1908
0.7674
0.0200
0.0204
0.0013
0.0001
low_veg
0.0283
0.0334
0.6660
0.2707
0.0013
0.0002
tree
0.0097
0.0066
0.1150
0.8687
0.0001
0.0000
car
0.3979
0.0000
0.0065
0.0326
0.5590
0.0040
clutter
--
--
--
--
--
--
Precision/Correctness
0.701
0.908
0.768
0.778
0.672
--
Recall/Completeness
0.828
0.767
0.666
0.869
0.559
--
F1
0.759
0.832
0.713
0.821
0.610
--

Overall accuracy 0.783

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
0.8615
0.0159
0.0765
0.0438
0.0022
0.0001
building
0.1990
0.7762
0.0127
0.0107
0.0014
0.0001
low_veg
0.0263
0.0239
0.7005
0.2477
0.0014
0.0002
tree
0.0054
0.0035
0.1007
0.8903
0.0000
0.0000
car
0.3389
0.0000
0.0054
0.0245
0.6253
0.0060
clutter
--
--
--
--
--
--
Precision/Correctness
0.713
0.936
0.796
0.808
0.706
--
Recall/Completeness
0.862
0.776
0.701
0.890
0.625
--
F1
0.781
0.849
0.745
0.847
0.663
--

Overall accuracy 0.809

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
0.8553
0.0282
0.0685
0.0447
0.0033
0.0000
building
0.0378
0.8995
0.0427
0.0195
0.0004
0.0001
low_veg
0.0807
0.0620
0.6994
0.1575
0.0003
0.0002
tree
0.0277
0.0151
0.1156
0.8415
0.0001
0.0000
car
0.2571
0.0000
0.0245
0.0115
0.7068
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.841
0.853
0.742
0.840
0.669
--
Recall/Completeness
0.855
0.900
0.699
0.842
0.707
--
F1
0.848
0.876
0.720
0.841
0.687
--

Overall accuracy 0.818

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
0.8804
0.0234
0.0618
0.0322
0.0022
0.0000
building
0.0318
0.9254
0.0287
0.0137
0.0003
0.0002
low_veg
0.0755
0.0499
0.7310
0.1432
0.0002
0.0002
tree
0.0206
0.0099
0.1052
0.8642
0.0001
0.0000
car
0.1964
0.0000
0.0158
0.0081
0.7797
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.866
0.884
0.768
0.865
0.705
--
Recall/Completeness
0.880
0.925
0.731
0.864
0.780
--
F1
0.873
0.904
0.749
0.865
0.741
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7940
0.0218
0.0869
0.0931
0.0040
0.0002
building
0.0338
0.9119
0.0259
0.0282
0.0001
0.0000
low_veg
0.0171
0.0158
0.7220
0.2431
0.0015
0.0005
tree
0.0200
0.0077
0.1173
0.8549
0.0000
0.0000
car
0.1927
0.0040
0.0690
0.0025
0.6939
0.0379
clutter
--
--
--
--
--
--
Precision/Correctness
0.867
0.937
0.778
0.774
0.588
--
Recall/Completeness
0.794
0.912
0.722
0.855
0.694
--
F1
0.829
0.924
0.749
0.813
0.636
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8338
0.0179
0.0772
0.0687
0.0021
0.0001
building
0.0298
0.9371
0.0159
0.0172
0.0000
0.0000
low_veg
0.0140
0.0092
0.7437
0.2309
0.0016
0.0006
tree
0.0146
0.0046
0.1068
0.8740
0.0000
0.0000
car
0.1415
0.0022
0.0580
0.0001
0.7539
0.0442
clutter
--
--
--
--
--
--
Precision/Correctness
0.893
0.959
0.804
0.797
0.599
--
Recall/Completeness
0.834
0.937
0.744
0.874
0.754
--
F1
0.862
0.948
0.773
0.834
0.667
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8052
0.0351
0.0813
0.0749
0.0032
0.0003
building
0.0133
0.9145
0.0555
0.0167
0.0000
0.0000
low_veg
0.0455
0.0226
0.7115
0.2196
0.0006
0.0002
tree
0.0102
0.0027
0.0639
0.9232
0.0000
0.0000
car
0.3778
0.0043
0.0073
0.0599
0.5507
0.0000
clutter
0.0183
0.7664
0.2069
0.0085
0.0000
0.0000
Precision/Correctness
0.904
0.818
0.706
0.862
0.747
0.009
Recall/Completeness
0.805
0.914
0.712
0.923
0.551
0.000
F1
0.852
0.863
0.709
0.891
0.634
0.000

Overall accuracy 0.831

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
0.8418
0.0281
0.0750
0.0532
0.0017
0.0002
building
0.0111
0.9305
0.0490
0.0094
0.0000
0.0000
low_veg
0.0408
0.0146
0.7550
0.1888
0.0005
0.0003
tree
0.0060
0.0011
0.0525
0.9404
0.0000
0.0000
car
0.3082
0.0006
0.0017
0.0535
0.6360
0.0000
clutter
0.0109
0.7915
0.1928
0.0047
0.0000
0.0000
Precision/Correctness
0.928
0.833
0.734
0.892
0.808
0.000
Recall/Completeness
0.842
0.930
0.755
0.940
0.636
0.000
F1
0.883
0.879
0.744
0.916
0.712
-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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8751
0.0283
0.0294
0.0609
0.0062
0.0001
building
0.0688
0.8980
0.0213
0.0118
0.0001
0.0000
low_veg
0.1081
0.0436
0.6300
0.2182
0.0001
0.0000
tree
0.0273
0.0069
0.0926
0.8730
0.0003
0.0000
car
0.5494
0.0011
0.0129
0.0287
0.3975
0.0104
clutter
--
--
--
--
--
--
Precision/Correctness
0.853
0.890
0.761
0.793
0.675
--
Recall/Completeness
0.875
0.898
0.630
0.873
0.397
--
F1
0.864
0.894
0.689
0.831
0.500
--

Overall accuracy 0.824

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
0.9098
0.0221
0.0224
0.0417
0.0039
0.0001
building
0.0594
0.9211
0.0134
0.0061
0.0000
0.0000
low_veg
0.1049
0.0308
0.6698
0.1945
0.0001
0.0000
tree
0.0161
0.0035
0.0779
0.9023
0.0002
0.0000
car
0.5249
0.0000
0.0124
0.0173
0.4325
0.0129
clutter
--
--
--
--
--
--
Precision/Correctness
0.880
0.922
0.803
0.831
0.727
--
Recall/Completeness
0.910
0.921
0.670
0.902
0.433
--
F1
0.895
0.921
0.730
0.865
0.542
--

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7956
0.0473
0.0937
0.0587
0.0045
0.0001
building
0.0889
0.8692
0.0194
0.0219
0.0005
0.0000
low_veg
0.0376
0.0180
0.8067
0.1370
0.0006
0.0001
tree
0.0156
0.0109
0.1766
0.7968
0.0001
0.0000
car
0.4117
0.0000
0.0003
0.0042
0.5833
0.0005
clutter
--
--
--
--
--
--
Precision/Correctness
0.754
0.906
0.842
0.746
0.680
--
Recall/Completeness
0.796
0.869
0.807
0.797
0.583
--
F1
0.774
0.887
0.824
0.770
0.628
--

Overall accuracy 0.813

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
0.8312
0.0379
0.0832
0.0450
0.0026
0.0001
building
0.0869
0.8831
0.0131
0.0165
0.0005
0.0000
low_veg
0.0344
0.0129
0.8260
0.1260
0.0007
0.0001
tree
0.0107
0.0074
0.1593
0.8226
0.0001
0.0000
car
0.3436
0.0000
0.0000
0.0007
0.6557
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.775
0.930
0.864
0.767
0.705
--
Recall/Completeness
0.831
0.883
0.826
0.823
0.656
--
F1
0.802
0.906
0.845
0.794
0.679
--

Overall accuracy 0.836

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8989
0.0278
0.0376
0.0083
0.0211
0.0063
building
0.0894
0.8810
0.0214
0.0071
0.0007
0.0005
low_veg
0.1446
0.0408
0.6594
0.1538
0.0006
0.0008
tree
0.0354
0.0096
0.1263
0.8285
0.0001
0.0001
car
0.4361
0.0076
0.0067
0.0061
0.5429
0.0007
clutter
0.8674
0.0982
0.0261
0.0082
0.0000
0.0000
Precision/Correctness
0.783
0.944
0.799
0.701
0.713
0.000
Recall/Completeness
0.899
0.881
0.659
0.828
0.543
0.000
F1
0.837
0.911
0.723
0.759
0.616
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9295
0.0179
0.0291
0.0049
0.0117
0.0069
building
0.0753
0.9045
0.0153
0.0040
0.0004
0.0004
low_veg
0.1290
0.0278
0.6997
0.1425
0.0002
0.0007
tree
0.0242
0.0059
0.1069
0.8629
0.0000
0.0001
car
0.3931
0.0054
0.0064
0.0042
0.5901
0.0008
clutter
0.8846
0.0901
0.0229
0.0024
0.0000
0.0000
Precision/Correctness
0.818
0.965
0.839
0.737
0.787
0.000
Recall/Completeness
0.930
0.904
0.700
0.863
0.590
0.000
F1
0.870
0.934
0.763
0.795
0.675
-nan

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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9312
0.0180
0.0284
0.0177
0.0045
0.0002
building
0.0945
0.8860
0.0083
0.0109
0.0001
0.0001
low_veg
0.0956
0.0358
0.5966
0.2715
0.0004
0.0000
tree
0.0214
0.0063
0.0552
0.9172
0.0000
0.0000
car
0.5110
0.0078
0.0045
0.0111
0.4655
0.0000
clutter
0.7526
0.2020
0.0188
0.0071
0.0194
0.0000
Precision/Correctness
0.847
0.924
0.808
0.663
0.707
0.000
Recall/Completeness
0.931
0.886
0.597
0.917
0.466
0.000
F1
0.887
0.905
0.687
0.770
0.561
-nan

Overall accuracy 0.834

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
0.9543
0.0122
0.0197
0.0110
0.0027
0.0002
building
0.0881
0.9013
0.0041
0.0064
0.0001
0.0000
low_veg
0.0756
0.0236
0.6362
0.2643
0.0003
0.0000
tree
0.0130
0.0038
0.0457
0.9375
0.0000
0.0000
car
0.4635
0.0042
0.0040
0.0075
0.5208
0.0000
clutter
0.7536
0.2084
0.0152
0.0035
0.0193
0.0000
Precision/Correctness
0.870
0.946
0.853
0.699
0.753
0.000
Recall/Completeness
0.954
0.901
0.636
0.937
0.521
0.000
F1
0.910
0.923
0.729
0.801
0.616
-nan

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9470
0.0119
0.0175
0.0103
0.0130
0.0003
building
0.3723
0.6122
0.0045
0.0045
0.0049
0.0017
low_veg
0.0760
0.0065
0.8552
0.0597
0.0026
0.0000
tree
0.0739
0.0032
0.0579
0.8642
0.0007
0.0000
car
0.4191
0.1089
0.0040
0.0185
0.4478
0.0017
clutter
0.5700
0.3075
0.0561
0.0179
0.0416
0.0069
Precision/Correctness
0.701
0.893
0.885
0.865
0.660
0.273
Recall/Completeness
0.947
0.612
0.855
0.864
0.448
0.007
F1
0.806
0.726
0.870
0.864
0.534
0.014

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_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9642
0.0086
0.0138
0.0051
0.0081
0.0003
building
0.3680
0.6241
0.0009
0.0011
0.0042
0.0017
low_veg
0.0552
0.0039
0.8891
0.0502
0.0016
0.0000
tree
0.0489
0.0012
0.0454
0.9043
0.0002
0.0000
car
0.3689
0.1342
0.0014
0.0138
0.4800
0.0017
clutter
0.5346
0.3430
0.0620
0.0103
0.0418
0.0082
Precision/Correctness
0.719
0.908
0.914
0.904
0.700
0.281
Recall/Completeness
0.964
0.624
0.889
0.904
0.480
0.008
F1
0.823
0.740
0.901
0.904
0.570
0.016

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9645
0.0130
0.0122
0.0057
0.0046
0.0000
building
0.2474
0.7198
0.0156
0.0162
0.0010
0.0000
low_veg
0.1500
0.0215
0.6350
0.1933
0.0001
0.0000
tree
0.0833
0.0126
0.1838
0.7203
0.0000
0.0000
car
0.5708
0.0153
0.0309
0.0008
0.3822
0.0000
clutter
0.7660
0.0519
0.0302
0.0003
0.1495
0.0021
Precision/Correctness
0.709
0.943
0.762
0.673
0.326
0.842
Recall/Completeness
0.965
0.720
0.635
0.720
0.382
0.002
F1
0.817
0.816
0.693
0.696
0.352
0.004

Overall accuracy 0.758

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
0.9787
0.0085
0.0074
0.0028
0.0026
0.0000
building
0.2432
0.7293
0.0126
0.0141
0.0009
0.0000
low_veg
0.1164
0.0153
0.6602
0.2081
0.0000
0.0000
tree
0.0586
0.0080
0.1722
0.7611
0.0000
0.0000
car
0.5203
0.0118
0.0279
0.0005
0.4395
0.0000
clutter
0.7553
0.0537
0.0301
0.0001
0.1584
0.0024
Precision/Correctness
0.729
0.960
0.793
0.679
0.322
0.917
Recall/Completeness
0.979
0.729
0.660
0.761
0.440
0.002
F1
0.836
0.829
0.721
0.718
0.372
0.005

Overall accuracy 0.779

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
0.7711
0.0390
0.1497
0.0368
0.0031
0.0003
building
0.1111
0.8327
0.0435
0.0114
0.0012
0.0001
low_veg
0.0573
0.0207
0.7203
0.2004
0.0012
0.0001
tree
0.0433
0.0072
0.2345
0.7149
0.0000
0.0001
car
0.5175
0.0042
0.0001
0.0232
0.4467
0.0083
clutter
--
--
--
--
--
--
Precision/Correctness
0.770
0.930
0.632
0.729
0.705
--
Recall/Completeness
0.771
0.833
0.720
0.715
0.447
--
F1
0.770
0.879
0.673
0.722
0.547
--

Overall accuracy 0.759

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
0.8266
0.0339
0.1147
0.0225
0.0020
0.0003
building
0.1014
0.8653
0.0267
0.0054
0.0011
0.0001
low_veg
0.0501
0.0140
0.7404
0.1941
0.0013
0.0001
tree
0.0271
0.0048
0.2043
0.7637
0.0000
0.0002
car
0.4713
0.0061
0.0000
0.0169
0.4944
0.0113
clutter
--
--
--
--
--
--
Precision/Correctness
0.804
0.950
0.687
0.761
0.719
--
Recall/Completeness
0.827
0.865
0.740
0.764
0.494
--
F1
0.815
0.906
0.713
0.762
0.586
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8139
0.0115
0.1383
0.0312
0.0050
0.0000
building
0.0517
0.8413
0.0944
0.0124
0.0003
0.0000
low_veg
0.0555
0.0142
0.8608
0.0691
0.0003
0.0000
tree
0.0361
0.0052
0.2349
0.7236
0.0002
0.0000
car
0.4677
0.0264
0.0955
0.0067
0.4032
0.0005
clutter
--
--
--
--
--
--
Precision/Correctness
0.845
0.962
0.691
0.820
0.716
--
Recall/Completeness
0.814
0.841
0.861
0.724
0.403
--
F1
0.829
0.898
0.767
0.769
0.516
--

Overall accuracy 0.812

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
0.8513
0.0081
0.1162
0.0209
0.0034
0.0000
building
0.0440
0.8721
0.0761
0.0076
0.0002
0.0000
low_veg
0.0453
0.0092
0.8897
0.0557
0.0001
0.0000
tree
0.0246
0.0035
0.2072
0.7646
0.0001
0.0000
car
0.4316
0.0261
0.0868
0.0023
0.4525
0.0007
clutter
--
--
--
--
--
--
Precision/Correctness
0.877
0.976
0.729
0.863
0.762
--
Recall/Completeness
0.851
0.872
0.890
0.765
0.452
--
F1
0.864
0.921
0.802
0.811
0.568
--

Overall accuracy 0.848

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image