Detailled semantic labeling (2D) result


Name C. Zou et al.
Affiliation Simon Fraser University, Canada
Abbreviation ZISM1
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
0.822
0.078
0.076
0.017
0.004
0.003
building
0.165
0.762
0.061
0.007
0.004
0.001
low_veg
0.079
0.034
0.710
0.175
0.001
0.000
tree
0.024
0.006
0.208
0.763
0.000
0.000
car
0.357
0.190
0.055
0.012
0.382
0.004
clutter
0.306
0.473
0.077
0.011
0.028
0.105
Precision/Correctness
0.759
0.843
0.642
0.795
0.638
0.435
Recall/Completeness
0.822
0.762
0.710
0.763
0.382
0.105
F1
0.789
0.801
0.675
0.778
0.478
0.170

Overall accuracy 0.757

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
0.850
0.072
0.063
0.010
0.003
0.003
building
0.159
0.779
0.054
0.004
0.004
0.001
low_veg
0.068
0.028
0.736
0.166
0.001
0.001
tree
0.014
0.003
0.189
0.794
0.000
0.000
car
0.297
0.202
0.049
0.009
0.438
0.004
clutter
0.273
0.498
0.076
0.006
0.028
0.118
Precision/Correctness
0.783
0.865
0.674
0.821
0.655
0.453
Recall/Completeness
0.850
0.779
0.736
0.794
0.438
0.118
F1
0.815
0.820
0.704
0.807
0.525
0.188

Overall accuracy 0.784
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8421
0.0642
0.0751
0.0149
0.0033
0.0004
building
0.1556
0.7837
0.0494
0.0039
0.0073
0.0001
low_veg
0.1463
0.0217
0.6781
0.1522
0.0009
0.0008
tree
0.0350
0.0034
0.2383
0.7221
0.0005
0.0007
car
0.3886
0.1849
0.0623
0.0171
0.3455
0.0016
clutter
0.3221
0.0106
0.0231
0.0279
0.0000
0.6162
Precision/Correctness
0.696
0.877
0.647
0.807
0.655
0.958
Recall/Completeness
0.842
0.784
0.678
0.722
0.346
0.616
F1
0.762
0.828
0.662
0.762
0.452
0.750

Overall accuracy 0.748

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
0.8732
0.0600
0.0574
0.0068
0.0022
0.0004
building
0.1486
0.8036
0.0389
0.0019
0.0070
0.0000
low_veg
0.1353
0.0160
0.6990
0.1482
0.0006
0.0008
tree
0.0216
0.0018
0.2221
0.7537
0.0002
0.0005
car
0.3282
0.1882
0.0599
0.0159
0.4060
0.0018
clutter
0.3212
0.0101
0.0221
0.0148
0.0000
0.6318
Precision/Correctness
0.721
0.898
0.677
0.831
0.668
0.967
Recall/Completeness
0.873
0.804
0.699
0.754
0.406
0.632
F1
0.790
0.848
0.688
0.791
0.505
0.764

Overall accuracy 0.775

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
0.8377
0.1134
0.0308
0.0035
0.0056
0.0090
building
0.1771
0.7845
0.0303
0.0027
0.0043
0.0011
low_veg
0.2421
0.0587
0.4871
0.2082
0.0031
0.0009
tree
0.0718
0.0124
0.2251
0.6904
0.0000
0.0004
car
0.5012
0.1724
0.0350
0.0012
0.2809
0.0093
clutter
--
--
--
--
--
--
Precision/Correctness
0.669
0.919
0.368
0.737
0.492
--
Recall/Completeness
0.838
0.784
0.487
0.690
0.281
--
F1
0.744
0.846
0.419
0.713
0.358
--

Overall accuracy 0.775

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
0.8607
0.0970
0.0264
0.0017
0.0043
0.0098
building
0.1640
0.8006
0.0283
0.0018
0.0043
0.0011
low_veg
0.2113
0.0408
0.5153
0.2288
0.0029
0.0009
tree
0.0442
0.0061
0.2129
0.7366
0.0000
0.0001
car
0.4562
0.1827
0.0352
0.0004
0.3164
0.0091
clutter
--
--
--
--
--
--
Precision/Correctness
0.687
0.937
0.374
0.764
0.474
--
Recall/Completeness
0.861
0.801
0.515
0.737
0.316
--
F1
0.764
0.863
0.433
0.750
0.380
--

Overall accuracy 0.798

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
0.7817
0.1198
0.0725
0.0135
0.0077
0.0050
building
0.1664
0.7480
0.0705
0.0084
0.0038
0.0030
low_veg
0.0849
0.0306
0.6762
0.2071
0.0008
0.0005
tree
0.0174
0.0046
0.1648
0.8131
0.0001
0.0001
car
0.3689
0.1839
0.0430
0.0028
0.3948
0.0066
clutter
--
--
--
--
--
--
Precision/Correctness
0.726
0.867
0.445
0.892
0.660
--
Recall/Completeness
0.782
0.748
0.676
0.813
0.395
--
F1
0.753
0.803
0.537
0.851
0.494
--

Overall accuracy 0.762

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
0.8165
0.1085
0.0572
0.0076
0.0051
0.0051
building
0.1592
0.7639
0.0642
0.0060
0.0036
0.0031
low_veg
0.0746
0.0229
0.7050
0.1964
0.0004
0.0006
tree
0.0087
0.0023
0.1494
0.8396
0.0000
0.0000
car
0.3202
0.1790
0.0391
0.0008
0.4555
0.0054
clutter
--
--
--
--
--
--
Precision/Correctness
0.748
0.891
0.458
0.915
0.688
--
Recall/Completeness
0.817
0.764
0.705
0.840
0.456
--
F1
0.781
0.822
0.555
0.876
0.548
--

Overall accuracy 0.790

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
0.8459
0.0529
0.0859
0.0103
0.0037
0.0013
building
0.1534
0.7882
0.0480
0.0060
0.0040
0.0004
low_veg
0.0963
0.0218
0.7840
0.0965
0.0013
0.0003
tree
0.0326
0.0054
0.2070
0.7544
0.0004
0.0001
car
0.3608
0.1891
0.0639
0.0072
0.3763
0.0028
clutter
--
--
--
--
--
--
Precision/Correctness
0.795
0.878
0.635
0.884
0.721
--
Recall/Completeness
0.846
0.788
0.784
0.754
0.376
--
F1
0.820
0.831
0.702
0.814
0.495
--

Overall accuracy 0.790

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
0.8751
0.0468
0.0704
0.0042
0.0021
0.0014
building
0.1436
0.8082
0.0398
0.0042
0.0039
0.0003
low_veg
0.0792
0.0147
0.8175
0.0874
0.0009
0.0003
tree
0.0192
0.0027
0.1871
0.7906
0.0004
0.0001
car
0.2916
0.2083
0.0539
0.0043
0.4396
0.0023
clutter
--
--
--
--
--
--
Precision/Correctness
0.825
0.903
0.673
0.908
0.751
--
Recall/Completeness
0.875
0.808
0.818
0.791
0.440
--
F1
0.849
0.853
0.738
0.845
0.555
--

Overall accuracy 0.822

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7849
0.1133
0.0806
0.0181
0.0030
0.0001
building
0.0743
0.8681
0.0432
0.0124
0.0020
0.0000
low_veg
0.0832
0.0500
0.7049
0.1615
0.0004
0.0000
tree
0.0190
0.0067
0.1759
0.7983
0.0001
0.0000
car
0.3626
0.1570
0.0588
0.0156
0.4060
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.884
0.792
0.617
0.811
0.629
--
Recall/Completeness
0.785
0.868
0.705
0.798
0.406
--
F1
0.832
0.828
0.658
0.805
0.493
--

Overall accuracy 0.791

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
0.8117
0.1080
0.0682
0.0096
0.0023
0.0001
building
0.0673
0.8867
0.0354
0.0088
0.0018
0.0000
low_veg
0.0785
0.0438
0.7368
0.1405
0.0004
0.0000
tree
0.0095
0.0042
0.1512
0.8351
0.0000
0.0000
car
0.3094
0.1529
0.0526
0.0172
0.4679
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.904
0.809
0.656
0.849
0.640
--
Recall/Completeness
0.812
0.887
0.737
0.835
0.468
--
F1
0.855
0.846
0.694
0.842
0.541
--

Overall accuracy 0.820

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
0.7674
0.0597
0.1249
0.0427
0.0030
0.0024
building
0.1039
0.7949
0.0860
0.0083
0.0038
0.0032
low_veg
0.0348
0.0391
0.7115
0.2127
0.0008
0.0011
tree
0.0078
0.0065
0.2241
0.7614
0.0001
0.0001
car
0.2009
0.1626
0.1148
0.0304
0.4772
0.0140
clutter
--
--
--
--
--
--
Precision/Correctness
0.763
0.868
0.637
0.802
0.629
--
Recall/Completeness
0.767
0.795
0.712
0.761
0.477
--
F1
0.765
0.830
0.672
0.781
0.543
--

Overall accuracy 0.753

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
0.8034
0.0569
0.1064
0.0293
0.0016
0.0024
building
0.1067
0.8043
0.0783
0.0034
0.0040
0.0033
low_veg
0.0322
0.0328
0.7393
0.1937
0.0008
0.0011
tree
0.0045
0.0034
0.2073
0.7847
0.0001
0.0001
car
0.1156
0.1805
0.1118
0.0200
0.5567
0.0154
clutter
--
--
--
--
--
--
Precision/Correctness
0.782
0.890
0.660
0.830
0.618
--
Recall/Completeness
0.803
0.804
0.739
0.785
0.557
--
F1
0.793
0.845
0.697
0.807
0.586
--

Overall accuracy 0.777

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
0.7561
0.0912
0.1168
0.0329
0.0028
0.0002
building
0.1276
0.7965
0.0643
0.0083
0.0032
0.0001
low_veg
0.1198
0.0435
0.6566
0.1781
0.0020
0.0000
tree
0.0358
0.0073
0.2240
0.7327
0.0001
0.0001
car
0.3122
0.1299
0.0391
0.0159
0.5030
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.725
0.801
0.596
0.819
0.434
--
Recall/Completeness
0.756
0.796
0.657
0.733
0.503
--
F1
0.740
0.799
0.625
0.773
0.466
--

Overall accuracy 0.729

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
0.7751
0.0906
0.1077
0.0242
0.0022
0.0002
building
0.1207
0.8196
0.0523
0.0045
0.0028
0.0001
low_veg
0.1122
0.0348
0.6810
0.1701
0.0019
0.0000
tree
0.0266
0.0040
0.2126
0.7567
0.0000
0.0001
car
0.2335
0.1329
0.0337
0.0147
0.5852
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.756
0.820
0.615
0.840
0.440
--
Recall/Completeness
0.775
0.820
0.681
0.757
0.585
--
F1
0.765
0.820
0.646
0.796
0.502
--

Overall accuracy 0.753

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
0.6792
0.0909
0.1657
0.0584
0.0024
0.0034
building
0.0834
0.8202
0.0769
0.0138
0.0038
0.0020
low_veg
0.0230
0.0374
0.7083
0.2296
0.0008
0.0009
tree
0.0148
0.0051
0.2022
0.7775
0.0001
0.0002
car
0.2004
0.0476
0.0971
0.0746
0.5659
0.0144
clutter
--
--
--
--
--
--
Precision/Correctness
0.792
0.843
0.649
0.782
0.493
--
Recall/Completeness
0.679
0.820
0.708
0.778
0.566
--
F1
0.731
0.831
0.677
0.780
0.527
--

Overall accuracy 0.749

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
0.7174
0.0896
0.1484
0.0396
0.0015
0.0034
building
0.0813
0.8421
0.0641
0.0068
0.0037
0.0020
low_veg
0.0194
0.0337
0.7259
0.2194
0.0007
0.0009
tree
0.0100
0.0025
0.1882
0.7991
0.0001
0.0001
car
0.1331
0.0347
0.0711
0.0696
0.6747
0.0168
clutter
--
--
--
--
--
--
Precision/Correctness
0.817
0.860
0.676
0.802
0.485
--
Recall/Completeness
0.717
0.842
0.726
0.799
0.675
--
F1
0.764
0.851
0.700
0.801
0.564
--

Overall accuracy 0.772

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
0.7124
0.0798
0.1670
0.0362
0.0020
0.0025
building
0.0579
0.8073
0.1219
0.0106
0.0017
0.0006
low_veg
0.0386
0.0371
0.7264
0.1968
0.0010
0.0000
tree
0.0065
0.0024
0.1521
0.8390
0.0000
0.0000
car
0.2137
0.2159
0.1253
0.0035
0.4400
0.0016
clutter
0.0253
0.8912
0.0821
0.0010
0.0001
0.0002
Precision/Correctness
0.871
0.728
0.542
0.880
0.673
0.011
Recall/Completeness
0.712
0.807
0.726
0.839
0.440
0.000
F1
0.784
0.766
0.621
0.859
0.532
0.000

Overall accuracy 0.762

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
0.7450
0.0743
0.1529
0.0241
0.0013
0.0025
building
0.0556
0.8212
0.1147
0.0061
0.0018
0.0006
low_veg
0.0330
0.0301
0.7590
0.1767
0.0011
0.0000
tree
0.0033
0.0011
0.1350
0.8606
0.0000
0.0000
car
0.1526
0.2099
0.1060
0.0008
0.5307
0.0000
clutter
0.0189
0.9069
0.0738
0.0004
0.0000
0.0000
Precision/Correctness
0.894
0.744
0.563
0.903
0.677
0.000
Recall/Completeness
0.745
0.821
0.759
0.861
0.531
0.000
F1
0.813
0.781
0.647
0.881
0.595
0.000

Overall accuracy 0.787

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
0.7959
0.0673
0.1037
0.0288
0.0039
0.0004
building
0.1056
0.8391
0.0412
0.0085
0.0051
0.0004
low_veg
0.0996
0.0374
0.6822
0.1789
0.0012
0.0007
tree
0.0220
0.0032
0.1662
0.8084
0.0001
0.0000
car
0.3817
0.1761
0.0807
0.0235
0.3342
0.0037
clutter
--
--
--
--
--
--
Precision/Correctness
0.837
0.824
0.607
0.832
0.600
--
Recall/Completeness
0.796
0.839
0.682
0.808
0.334
--
F1
0.816
0.832
0.642
0.820
0.429
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8284
0.0624
0.0899
0.0163
0.0026
0.0004
building
0.0995
0.8612
0.0293
0.0044
0.0052
0.0004
low_veg
0.0951
0.0294
0.7129
0.1606
0.0013
0.0008
tree
0.0112
0.0012
0.1440
0.8436
0.0001
0.0000
car
0.3342
0.1950
0.0700
0.0182
0.3788
0.0038
clutter
--
--
--
--
--
--
Precision/Correctness
0.863
0.849
0.646
0.866
0.600
--
Recall/Completeness
0.828
0.861
0.713
0.844
0.379
--
F1
0.845
0.855
0.678
0.854
0.465
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7203
0.0928
0.1441
0.0395
0.0030
0.0003
building
0.1649
0.7040
0.1089
0.0164
0.0047
0.0010
low_veg
0.0358
0.0353
0.7980
0.1291
0.0007
0.0010
tree
0.0200
0.0066
0.2313
0.7419
0.0002
0.0000
car
0.3405
0.1655
0.0700
0.0172
0.4058
0.0010
clutter
--
--
--
--
--
--
Precision/Correctness
0.668
0.814
0.766
0.752
0.482
--
Recall/Completeness
0.720
0.704
0.798
0.742
0.406
--
F1
0.693
0.755
0.781
0.747
0.441
--

Overall accuracy 0.753

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
0.7513
0.0858
0.1314
0.0293
0.0020
0.0003
building
0.1632
0.7138
0.1040
0.0132
0.0046
0.0010
low_veg
0.0322
0.0321
0.8156
0.1185
0.0006
0.0011
tree
0.0146
0.0042
0.2122
0.7689
0.0001
0.0000
car
0.2794
0.1665
0.0562
0.0136
0.4843
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.687
0.834
0.788
0.773
0.475
--
Recall/Completeness
0.751
0.714
0.816
0.769
0.484
--
F1
0.718
0.769
0.801
0.771
0.480
--

Overall accuracy 0.775

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
0.8701
0.0766
0.0335
0.0054
0.0075
0.0070
building
0.1822
0.7692
0.0402
0.0040
0.0037
0.0007
low_veg
0.1500
0.0356
0.6450
0.1678
0.0009
0.0006
tree
0.0287
0.0060
0.1902
0.7749
0.0001
0.0000
car
0.4155
0.1581
0.0267
0.0045
0.3936
0.0016
clutter
0.4786
0.2770
0.1878
0.0104
0.0463
0.0000
Precision/Correctness
0.715
0.877
0.737
0.683
0.762
0.000
Recall/Completeness
0.870
0.769
0.645
0.775
0.394
0.000
F1
0.785
0.819
0.688
0.726
0.519
-nan

Overall accuracy 0.764

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
0.8979
0.0656
0.0230
0.0024
0.0036
0.0075
building
0.1723
0.7878
0.0334
0.0022
0.0037
0.0006
low_veg
0.1348
0.0270
0.6751
0.1617
0.0007
0.0006
tree
0.0175
0.0033
0.1693
0.8098
0.0001
0.0000
car
0.3562
0.1602
0.0236
0.0034
0.4553
0.0014
clutter
0.5016
0.2841
0.1638
0.0061
0.0444
0.0000
Precision/Correctness
0.741
0.903
0.776
0.710
0.805
0.000
Recall/Completeness
0.898
0.788
0.675
0.810
0.455
0.000
F1
0.812
0.842
0.722
0.757
0.582
-nan

Overall accuracy 0.794

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
0.8863
0.0558
0.0384
0.0125
0.0042
0.0027
building
0.0754
0.8932
0.0229
0.0053
0.0032
0.0000
low_veg
0.0906
0.0305
0.6077
0.2701
0.0006
0.0006
tree
0.0139
0.0051
0.1547
0.8264
0.0000
0.0000
car
0.3562
0.2001
0.0280
0.0098
0.4047
0.0012
clutter
0.3162
0.5925
0.0529
0.0130
0.0244
0.0011
Precision/Correctness
0.883
0.832
0.685
0.657
0.610
0.026
Recall/Completeness
0.886
0.893
0.608
0.826
0.405
0.001
F1
0.885
0.862
0.644
0.732
0.487
0.002

Overall accuracy 0.807

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
0.9107
0.0481
0.0289
0.0065
0.0028
0.0029
building
0.0681
0.9091
0.0172
0.0024
0.0032
0.0000
low_veg
0.0742
0.0187
0.6424
0.2637
0.0004
0.0006
tree
0.0076
0.0034
0.1426
0.8463
0.0000
0.0000
car
0.2975
0.2071
0.0237
0.0081
0.4627
0.0010
clutter
0.2865
0.6309
0.0505
0.0060
0.0250
0.0011
Precision/Correctness
0.906
0.857
0.721
0.693
0.623
0.023
Recall/Completeness
0.911
0.909
0.642
0.846
0.463
0.001
F1
0.908
0.882
0.679
0.762
0.531
0.002

Overall accuracy 0.837

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8900
0.0577
0.0315
0.0052
0.0070
0.0086
building
0.4087
0.5660
0.0165
0.0027
0.0054
0.0007
low_veg
0.0624
0.0115
0.8726
0.0531
0.0001
0.0002
tree
0.0404
0.0040
0.2112
0.7434
0.0004
0.0004
car
0.2428
0.2832
0.0505
0.0136
0.4033
0.0066
clutter
0.3826
0.3719
0.1619
0.0160
0.0528
0.0148
Precision/Correctness
0.700
0.768
0.730
0.878
0.705
0.114
Recall/Completeness
0.890
0.566
0.873
0.743
0.403
0.015
F1
0.783
0.652
0.795
0.805
0.513
0.026

Overall accuracy 0.734

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
0.9081
0.0531
0.0239
0.0027
0.0036
0.0086
building
0.4076
0.5762
0.0098
0.0010
0.0048
0.0006
low_veg
0.0428
0.0084
0.9016
0.0472
0.0000
0.0000
tree
0.0200
0.0014
0.1825
0.7958
0.0001
0.0003
car
0.1846
0.3173
0.0406
0.0085
0.4430
0.0059
clutter
0.3371
0.4063
0.1748
0.0111
0.0550
0.0156
Precision/Correctness
0.713
0.794
0.778
0.907
0.741
0.112
Recall/Completeness
0.908
0.576
0.902
0.796
0.443
0.016
F1
0.799
0.668
0.835
0.848
0.554
0.027

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8709
0.0989
0.0258
0.0023
0.0018
0.0003
building
0.1901
0.6690
0.1337
0.0046
0.0022
0.0005
low_veg
0.0699
0.0555
0.5049
0.3691
0.0006
0.0000
tree
0.0335
0.0242
0.3430
0.5992
0.0001
0.0000
car
0.3864
0.2144
0.0468
0.0003
0.3522
0.0000
clutter
0.3663
0.5261
0.0464
0.0017
0.0407
0.0187
Precision/Correctness
0.781
0.707
0.470
0.515
0.557
0.790
Recall/Completeness
0.871
0.669
0.505
0.599
0.352
0.019
F1
0.823
0.688
0.487
0.554
0.431
0.037

Overall accuracy 0.675

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
0.8880
0.0922
0.0176
0.0009
0.0010
0.0003
building
0.1837
0.6767
0.1336
0.0036
0.0020
0.0004
low_veg
0.0482
0.0435
0.5077
0.4004
0.0002
0.0000
tree
0.0165
0.0167
0.3312
0.6356
0.0000
0.0000
car
0.3171
0.2269
0.0453
0.0000
0.4107
0.0000
clutter
0.3245
0.5604
0.0496
0.0011
0.0440
0.0204
Precision/Correctness
0.803
0.733
0.478
0.512
0.556
0.808
Recall/Completeness
0.888
0.677
0.508
0.636
0.411
0.020
F1
0.844
0.704
0.493
0.567
0.473
0.040

Overall accuracy 0.693

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
0.7927
0.0625
0.1213
0.0198
0.0024
0.0013
building
0.2108
0.7183
0.0593
0.0048
0.0061
0.0006
low_veg
0.0800
0.0106
0.6950
0.2133
0.0010
0.0002
tree
0.0343
0.0035
0.2808
0.6812
0.0003
0.0000
car
0.4460
0.1535
0.0437
0.0205
0.3315
0.0048
clutter
--
--
--
--
--
--
Precision/Correctness
0.695
0.904
0.606
0.729
0.495
--
Recall/Completeness
0.793
0.718
0.695
0.681
0.332
--
F1
0.741
0.801
0.647
0.704
0.397
--

Overall accuracy 0.720

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
0.8385
0.0603
0.0895
0.0089
0.0015
0.0015
building
0.2041
0.7433
0.0445
0.0015
0.0060
0.0007
low_veg
0.0646
0.0062
0.7161
0.2122
0.0007
0.0002
tree
0.0165
0.0012
0.2511
0.7310
0.0002
0.0000
car
0.3787
0.1712
0.0309
0.0140
0.3997
0.0056
clutter
--
--
--
--
--
--
Precision/Correctness
0.722
0.922
0.656
0.753
0.508
--
Recall/Completeness
0.839
0.743
0.716
0.731
0.400
--
F1
0.776
0.823
0.685
0.742
0.447
--

Overall accuracy 0.755

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
0.8373
0.0602
0.0811
0.0159
0.0042
0.0012
building
0.1743
0.7109
0.1016
0.0082
0.0048
0.0002
low_veg
0.0568
0.0409
0.7635
0.1378
0.0009
0.0001
tree
0.0295
0.0062
0.2134
0.7507
0.0002
0.0000
car
0.3145
0.1465
0.1199
0.0269
0.3887
0.0036
clutter
--
--
--
--
--
--
Precision/Correctness
0.765
0.856
0.703
0.764
0.584
--
Recall/Completeness
0.837
0.711
0.764
0.751
0.389
--
F1
0.800
0.777
0.732
0.757
0.467
--

Overall accuracy 0.764

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
0.8711
0.0578
0.0591
0.0080
0.0027
0.0013
building
0.1699
0.7309
0.0906
0.0040
0.0046
0.0002
low_veg
0.0430
0.0383
0.7903
0.1275
0.0006
0.0001
tree
0.0186
0.0037
0.1869
0.7906
0.0002
0.0000
car
0.2635
0.1587
0.1091
0.0230
0.4419
0.0037
clutter
--
--
--
--
--
--
Precision/Correctness
0.790
0.873
0.742
0.795
0.599
--
Recall/Completeness
0.871
0.731
0.790
0.791
0.442
--
F1
0.829
0.796
0.765
0.793
0.509
--

Overall accuracy 0.794

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image