Detailled semantic labeling (2D) result


Name M. Tschannen et al.
Affiliation ETH Zurich, Communication Technology Laboratory, Switzerland
Abbreviation ETH_C
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
0.832
0.058
0.066
0.026
0.017
0.001
building
0.053
0.916
0.016
0.012
0.002
0.001
low_veg
0.076
0.043
0.699
0.179
0.003
0.000
tree
0.020
0.015
0.084
0.880
0.000
0.000
car
0.386
0.056
0.022
0.010
0.522
0.004
clutter
0.227
0.353
0.137
0.026
0.073
0.183
Precision/Correctness
0.847
0.879
0.778
0.802
0.500
0.688
Recall/Completeness
0.832
0.916
0.699
0.880
0.522
0.183
F1
0.839
0.897
0.736
0.839
0.511
0.289

Overall accuracy 0.826

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
0.871
0.047
0.055
0.014
0.012
0.001
building
0.047
0.933
0.011
0.007
0.002
0.001
low_veg
0.068
0.031
0.738
0.160
0.002
0.000
tree
0.012
0.010
0.070
0.907
0.000
0.000
car
0.350
0.059
0.018
0.006
0.562
0.004
clutter
0.215
0.350
0.149
0.020
0.069
0.198
Precision/Correctness
0.873
0.908
0.815
0.837
0.529
0.743
Recall/Completeness
0.871
0.933
0.738
0.907
0.562
0.198
F1
0.872
0.920
0.775
0.871
0.545
0.312

Overall accuracy 0.859
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8834
0.0201
0.0517
0.0226
0.0218
0.0004
building
0.0530
0.9134
0.0218
0.0103
0.0013
0.0001
low_veg
0.1717
0.0345
0.6013
0.1900
0.0019
0.0007
tree
0.0320
0.0213
0.0826
0.8622
0.0006
0.0013
car
0.4411
0.0267
0.0131
0.0046
0.5145
0.0000
clutter
0.4740
0.0132
0.0026
0.1161
0.0000
0.3940
Precision/Correctness
0.740
0.915
0.792
0.790
0.557
0.923
Recall/Completeness
0.883
0.913
0.601
0.862
0.514
0.394
F1
0.805
0.914
0.684
0.824
0.535
0.552

Overall accuracy 0.802

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
0.9214
0.0145
0.0362
0.0109
0.0168
0.0003
building
0.0429
0.9360
0.0151
0.0051
0.0009
0.0001
low_veg
0.1648
0.0237
0.6299
0.1795
0.0014
0.0007
tree
0.0199
0.0185
0.0718
0.8885
0.0002
0.0010
car
0.3936
0.0285
0.0121
0.0017
0.5640
0.0000
clutter
0.4905
0.0134
0.0025
0.0917
0.0000
0.4018
Precision/Correctness
0.767
0.939
0.831
0.820
0.587
0.940
Recall/Completeness
0.921
0.936
0.630
0.888
0.564
0.402
F1
0.837
0.937
0.717
0.853
0.575
0.563

Overall accuracy 0.833

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
0.8513
0.1210
0.0096
0.0045
0.0136
0.0000
building
0.0514
0.9389
0.0043
0.0036
0.0016
0.0002
low_veg
0.2404
0.1623
0.3330
0.2495
0.0149
0.0000
tree
0.0754
0.0324
0.0465
0.8414
0.0028
0.0016
car
0.5121
0.0431
0.0072
0.0018
0.4358
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.831
0.922
0.663
0.736
0.527
--
Recall/Completeness
0.851
0.939
0.333
0.841
0.436
--
F1
0.841
0.930
0.443
0.785
0.477
--

Overall accuracy 0.872

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8940
0.0884
0.0065
0.0017
0.0093
0.0000
building
0.0415
0.9515
0.0034
0.0022
0.0012
0.0002
low_veg
0.2253
0.1285
0.3617
0.2704
0.0141
0.0000
tree
0.0483
0.0189
0.0384
0.8914
0.0011
0.0017
car
0.4965
0.0319
0.0063
0.0007
0.4645
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.861
0.947
0.717
0.769
0.561
--
Recall/Completeness
0.894
0.952
0.362
0.891
0.465
--
F1
0.877
0.949
0.481
0.825
0.508
--

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8070
0.0886
0.0577
0.0202
0.0242
0.0022
building
0.0418
0.9223
0.0118
0.0160
0.0016
0.0066
low_veg
0.0824
0.0783
0.5416
0.2869
0.0020
0.0088
tree
0.0137
0.0098
0.0414
0.9333
0.0005
0.0013
car
0.3513
0.0319
0.0196
0.0020
0.5953
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.864
0.899
0.652
0.867
0.580
--
Recall/Completeness
0.807
0.922
0.542
0.933
0.595
--
F1
0.835
0.910
0.592
0.899
0.588
--

Overall accuracy 0.850

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
0.8572
0.0665
0.0481
0.0092
0.0170
0.0020
building
0.0351
0.9377
0.0084
0.0113
0.0009
0.0065
low_veg
0.0701
0.0625
0.5907
0.2680
0.0009
0.0077
tree
0.0061
0.0062
0.0319
0.9550
0.0001
0.0007
car
0.3140
0.0218
0.0159
0.0001
0.6483
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.897
0.929
0.701
0.898
0.630
--
Recall/Completeness
0.857
0.938
0.591
0.955
0.648
--
F1
0.877
0.933
0.641
0.926
0.639
--

Overall accuracy 0.885

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
0.8002
0.0510
0.1010
0.0288
0.0187
0.0002
building
0.0240
0.9492
0.0187
0.0073
0.0008
0.0000
low_veg
0.0594
0.0299
0.8330
0.0742
0.0036
0.0000
tree
0.0152
0.0212
0.0898
0.8731
0.0007
0.0000
car
0.3385
0.0404
0.0663
0.0127
0.5399
0.0022
clutter
--
--
--
--
--
--
Precision/Correctness
0.904
0.888
0.736
0.891
0.570
--
Recall/Completeness
0.800
0.949
0.833
0.873
0.540
--
F1
0.849
0.918
0.782
0.882
0.555
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8461
0.0408
0.0855
0.0151
0.0124
0.0001
building
0.0172
0.9668
0.0115
0.0040
0.0006
0.0000
low_veg
0.0520
0.0189
0.8668
0.0594
0.0030
0.0000
tree
0.0068
0.0163
0.0720
0.9045
0.0004
0.0000
car
0.3099
0.0405
0.0600
0.0093
0.5786
0.0018
clutter
--
--
--
--
--
--
Precision/Correctness
0.930
0.917
0.780
0.926
0.612
--
Recall/Completeness
0.846
0.967
0.867
0.905
0.579
--
F1
0.886
0.941
0.821
0.915
0.595
--

Overall accuracy 0.890

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7570
0.1231
0.0759
0.0328
0.0111
0.0001
building
0.0273
0.9305
0.0140
0.0271
0.0012
0.0000
low_veg
0.0855
0.0566
0.6281
0.2253
0.0041
0.0004
tree
0.0135
0.0167
0.0652
0.9042
0.0005
0.0000
car
0.4518
0.0507
0.0156
0.0031
0.4787
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.912
0.786
0.709
0.761
0.391
--
Recall/Completeness
0.757
0.930
0.628
0.904
0.479
--
F1
0.827
0.852
0.666
0.827
0.430
--

Overall accuracy 0.804

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
0.7945
0.1079
0.0697
0.0185
0.0092
0.0002
building
0.0219
0.9493
0.0086
0.0196
0.0007
0.0000
low_veg
0.0848
0.0438
0.6741
0.1927
0.0041
0.0005
tree
0.0078
0.0114
0.0490
0.9317
0.0001
0.0000
car
0.4277
0.0512
0.0084
0.0017
0.5110
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.929
0.817
0.746
0.807
0.379
--
Recall/Completeness
0.795
0.949
0.674
0.932
0.511
--
F1
0.856
0.878
0.708
0.865
0.435
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8239
0.0381
0.0885
0.0423
0.0072
0.0000
building
0.1759
0.7882
0.0220
0.0107
0.0032
0.0000
low_veg
0.0370
0.0478
0.7366
0.1776
0.0010
0.0000
tree
0.0084
0.0151
0.1257
0.8505
0.0002
0.0000
car
0.4006
0.0407
0.0132
0.0110
0.5345
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.703
0.857
0.771
0.841
0.574
--
Recall/Completeness
0.824
0.788
0.737
0.851
0.535
--
F1
0.759
0.821
0.754
0.846
0.554
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8613
0.0334
0.0747
0.0266
0.0040
0.0000
building
0.1836
0.7947
0.0134
0.0048
0.0034
0.0000
low_veg
0.0349
0.0349
0.7760
0.1533
0.0009
0.0000
tree
0.0047
0.0087
0.1089
0.8775
0.0002
0.0000
car
0.3323
0.0563
0.0094
0.0012
0.6009
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.717
0.895
0.803
0.871
0.589
--
Recall/Completeness
0.861
0.795
0.776
0.878
0.601
--
F1
0.782
0.842
0.790
0.874
0.595
--

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_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7686
0.0551
0.1202
0.0470
0.0087
0.0004
building
0.0144
0.9490
0.0215
0.0147
0.0004
0.0000
low_veg
0.0758
0.0737
0.6321
0.2145
0.0040
0.0000
tree
0.0228
0.0230
0.0767
0.8773
0.0002
0.0000
car
0.2662
0.0048
0.0055
0.0036
0.7198
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.854
0.810
0.738
0.812
0.378
--
Recall/Completeness
0.769
0.949
0.632
0.877
0.720
--
F1
0.809
0.874
0.681
0.844
0.496
--

Overall accuracy 0.802

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
0.7932
0.0495
0.1169
0.0329
0.0070
0.0004
building
0.0101
0.9698
0.0115
0.0085
0.0001
0.0000
low_veg
0.0719
0.0577
0.6671
0.1992
0.0042
0.0000
tree
0.0163
0.0161
0.0681
0.8993
0.0001
0.0000
car
0.2018
0.0035
0.0011
0.0007
0.7929
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.879
0.843
0.760
0.838
0.364
--
Recall/Completeness
0.793
0.970
0.667
0.899
0.793
--
F1
0.834
0.902
0.711
0.868
0.499
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7066
0.0572
0.1755
0.0541
0.0065
0.0000
building
0.0211
0.9364
0.0250
0.0159
0.0016
0.0000
low_veg
0.0171
0.0262
0.8143
0.1399
0.0025
0.0001
tree
0.0134
0.0133
0.1477
0.8251
0.0004
0.0000
car
0.1565
0.0284
0.1738
0.0219
0.6193
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.886
0.885
0.737
0.852
0.389
--
Recall/Completeness
0.707
0.936
0.814
0.825
0.619
--
F1
0.786
0.910
0.774
0.838
0.478
--

Overall accuracy 0.823

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
0.7493
0.0510
0.1604
0.0349
0.0044
0.0000
building
0.0190
0.9570
0.0147
0.0083
0.0011
0.0000
low_veg
0.0146
0.0179
0.8391
0.1259
0.0024
0.0001
tree
0.0086
0.0081
0.1327
0.8503
0.0003
0.0000
car
0.0971
0.0267
0.1584
0.0083
0.7094
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.911
0.914
0.767
0.876
0.401
--
Recall/Completeness
0.749
0.957
0.839
0.850
0.709
--
F1
0.822
0.935
0.801
0.863
0.512
--

Overall accuracy 0.851

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
0.8080
0.0583
0.0714
0.0493
0.0108
0.0022
building
0.0220
0.9384
0.0148
0.0246
0.0003
0.0000
low_veg
0.0640
0.0394
0.6936
0.1997
0.0029
0.0003
tree
0.0093
0.0046
0.0514
0.9345
0.0000
0.0001
car
0.2503
0.1236
0.0180
0.0239
0.5779
0.0064
clutter
0.1534
0.0581
0.7853
0.0030
0.0003
0.0000
Precision/Correctness
0.867
0.868
0.694
0.879
0.461
0.000
Recall/Completeness
0.808
0.938
0.694
0.935
0.578
0.000
F1
0.836
0.902
0.694
0.906
0.513
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8474
0.0495
0.0608
0.0317
0.0085
0.0022
building
0.0195
0.9550
0.0093
0.0160
0.0001
0.0000
low_veg
0.0615
0.0289
0.7391
0.1678
0.0025
0.0002
tree
0.0052
0.0029
0.0395
0.9524
0.0000
0.0001
car
0.2035
0.1173
0.0078
0.0131
0.6497
0.0086
clutter
0.1488
0.0555
0.7941
0.0012
0.0003
0.0000
Precision/Correctness
0.887
0.897
0.721
0.908
0.466
0.000
Recall/Completeness
0.847
0.955
0.739
0.952
0.650
0.000
F1
0.867
0.925
0.730
0.930
0.543
-nan

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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8273
0.0418
0.0720
0.0424
0.0155
0.0009
building
0.0416
0.9303
0.0126
0.0134
0.0021
0.0000
low_veg
0.0810
0.0738
0.6386
0.2040
0.0026
0.0000
tree
0.0213
0.0104
0.0545
0.9134
0.0002
0.0002
car
0.4810
0.0433
0.0439
0.0275
0.4044
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.839
0.757
0.821
0.429
--
Recall/Completeness
0.827
0.930
0.639
0.913
0.404
--
F1
0.854
0.883
0.693
0.865
0.416
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8652
0.0325
0.0648
0.0239
0.0128
0.0009
building
0.0359
0.9490
0.0063
0.0074
0.0015
0.0000
low_veg
0.0779
0.0587
0.6871
0.1737
0.0026
0.0000
tree
0.0100
0.0066
0.0420
0.9412
0.0001
0.0001
car
0.4506
0.0487
0.0372
0.0138
0.4497
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.908
0.876
0.795
0.862
0.425
--
Recall/Completeness
0.865
0.949
0.687
0.941
0.450
--
F1
0.886
0.911
0.737
0.900
0.437
--

Overall accuracy 0.864

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7260
0.0710
0.1395
0.0412
0.0224
0.0000
building
0.0548
0.8989
0.0301
0.0152
0.0009
0.0000
low_veg
0.0318
0.0320
0.8419
0.0926
0.0017
0.0000
tree
0.0142
0.0180
0.1274
0.8400
0.0004
0.0000
car
0.2182
0.0351
0.0144
0.0057
0.7267
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.792
0.857
0.856
0.820
0.395
--
Recall/Completeness
0.726
0.899
0.842
0.840
0.727
--
F1
0.757
0.878
0.849
0.830
0.512
--

Overall accuracy 0.835

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
0.7667
0.0589
0.1290
0.0277
0.0177
0.0000
building
0.0529
0.9126
0.0231
0.0108
0.0006
0.0000
low_veg
0.0290
0.0254
0.8668
0.0771
0.0016
0.0000
tree
0.0102
0.0134
0.1097
0.8665
0.0002
0.0000
car
0.1866
0.0310
0.0068
0.0025
0.7732
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.813
0.886
0.878
0.850
0.384
--
Recall/Completeness
0.767
0.913
0.867
0.866
0.773
--
F1
0.789
0.899
0.872
0.858
0.513
--

Overall accuracy 0.861

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
0.8600
0.0527
0.0362
0.0135
0.0377
0.0000
building
0.0524
0.9220
0.0130
0.0100
0.0025
0.0000
low_veg
0.1066
0.0434
0.6046
0.2426
0.0027
0.0000
tree
0.0108
0.0122
0.0265
0.9500
0.0006
0.0000
car
0.3513
0.0353
0.0157
0.0096
0.5881
0.0000
clutter
0.3844
0.3747
0.0681
0.0445
0.1283
0.0000
Precision/Correctness
0.839
0.918
0.859
0.631
0.580
0.000
Recall/Completeness
0.860
0.922
0.605
0.950
0.588
0.000
F1
0.849
0.920
0.710
0.758
0.584
-nan

Overall accuracy 0.830

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
0.9059
0.0372
0.0267
0.0067
0.0236
0.0000
building
0.0448
0.9401
0.0081
0.0050
0.0021
0.0000
low_veg
0.0969
0.0286
0.6457
0.2267
0.0021
0.0000
tree
0.0056
0.0084
0.0175
0.9681
0.0004
0.0000
car
0.3196
0.0351
0.0131
0.0074
0.6248
0.0000
clutter
0.3731
0.3886
0.0506
0.0375
0.1502
0.0000
Precision/Correctness
0.868
0.946
0.900
0.667
0.630
0.000
Recall/Completeness
0.906
0.940
0.646
0.968
0.625
0.000
F1
0.887
0.943
0.752
0.790
0.628
-nan

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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8801
0.0539
0.0316
0.0191
0.0154
0.0000
building
0.0246
0.9579
0.0044
0.0103
0.0027
0.0001
low_veg
0.0982
0.0539
0.5174
0.3254
0.0050
0.0000
tree
0.0046
0.0128
0.0147
0.9677
0.0003
0.0000
car
0.3327
0.0278
0.0098
0.0083
0.6214
0.0000
clutter
0.1506
0.7040
0.0542
0.0133
0.0673
0.0107
Precision/Correctness
0.924
0.830
0.810
0.640
0.454
0.947
Recall/Completeness
0.880
0.958
0.517
0.968
0.621
0.011
F1
0.902
0.889
0.632
0.771
0.524
0.021

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9125
0.0420
0.0251
0.0102
0.0102
0.0000
building
0.0210
0.9689
0.0019
0.0062
0.0020
0.0000
low_veg
0.0827
0.0348
0.5631
0.3158
0.0035
0.0000
tree
0.0023
0.0106
0.0101
0.9768
0.0003
0.0000
car
0.2965
0.0263
0.0097
0.0054
0.6621
0.0000
clutter
0.1303
0.7382
0.0510
0.0049
0.0629
0.0128
Precision/Correctness
0.943
0.860
0.847
0.677
0.484
0.977
Recall/Completeness
0.912
0.969
0.563
0.977
0.662
0.013
F1
0.927
0.911
0.677
0.800
0.560
0.025

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9095
0.0299
0.0174
0.0091
0.0283
0.0057
building
0.1419
0.8361
0.0052
0.0046
0.0101
0.0021
low_veg
0.0914
0.0125
0.8103
0.0815
0.0027
0.0016
tree
0.0549
0.0094
0.0658
0.8635
0.0020
0.0043
car
0.3752
0.1448
0.0097
0.0113
0.4417
0.0172
clutter
0.1772
0.3725
0.0395
0.0186
0.1109
0.2813
Precision/Correctness
0.818
0.877
0.874
0.845
0.467
0.695
Recall/Completeness
0.910
0.836
0.810
0.864
0.442
0.281
F1
0.861
0.856
0.841
0.854
0.454
0.401

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_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9404
0.0209
0.0133
0.0034
0.0186
0.0034
building
0.1383
0.8467
0.0032
0.0019
0.0080
0.0018
low_veg
0.0703
0.0076
0.8480
0.0718
0.0016
0.0007
tree
0.0361
0.0035
0.0527
0.9044
0.0010
0.0024
car
0.3424
0.1662
0.0068
0.0063
0.4655
0.0128
clutter
0.1382
0.4000
0.0436
0.0104
0.1016
0.3063
Precision/Correctness
0.842
0.903
0.905
0.883
0.507
0.781
Recall/Completeness
0.940
0.847
0.848
0.904
0.466
0.306
F1
0.889
0.874
0.875
0.894
0.486
0.440

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8926
0.0587
0.0287
0.0044
0.0138
0.0018
building
0.0256
0.9458
0.0197
0.0058
0.0023
0.0007
low_veg
0.1431
0.0328
0.7111
0.1072
0.0058
0.0000
tree
0.0721
0.0199
0.1013
0.8060
0.0007
0.0000
car
0.4280
0.0535
0.0230
0.0002
0.4952
0.0000
clutter
0.2054
0.4540
0.0017
0.0008
0.1253
0.2128
Precision/Correctness
0.865
0.833
0.798
0.809
0.316
0.927
Recall/Completeness
0.893
0.946
0.711
0.806
0.495
0.213
F1
0.879
0.886
0.752
0.808
0.386
0.346

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_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9218
0.0466
0.0203
0.0017
0.0088
0.0008
building
0.0218
0.9557
0.0177
0.0027
0.0016
0.0006
low_veg
0.1214
0.0219
0.7442
0.1082
0.0044
0.0000
tree
0.0540
0.0123
0.0891
0.8442
0.0004
0.0000
car
0.3975
0.0449
0.0227
0.0000
0.5349
0.0000
clutter
0.1823
0.4502
0.0019
0.0001
0.1281
0.2374
Precision/Correctness
0.891
0.864
0.833
0.829
0.326
0.962
Recall/Completeness
0.922
0.956
0.744
0.844
0.535
0.237
F1
0.906
0.907
0.786
0.837
0.405
0.381

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7854
0.0527
0.1085
0.0412
0.0116
0.0007
building
0.0921
0.8762
0.0163
0.0111
0.0039
0.0004
low_veg
0.0558
0.0384
0.6013
0.3022
0.0023
0.0001
tree
0.0241
0.0131
0.0910
0.8710
0.0007
0.0000
car
0.4238
0.0495
0.0152
0.0214
0.4901
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.807
0.899
0.738
0.698
0.442
--
Recall/Completeness
0.785
0.876
0.601
0.871
0.490
--
F1
0.796
0.888
0.663
0.775
0.465
--

Overall accuracy 0.782

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
0.8491
0.0425
0.0813
0.0182
0.0084
0.0005
building
0.0816
0.9012
0.0095
0.0046
0.0027
0.0003
low_veg
0.0464
0.0258
0.6361
0.2899
0.0017
0.0000
tree
0.0109
0.0064
0.0699
0.9125
0.0003
0.0000
car
0.3777
0.0576
0.0129
0.0132
0.5386
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.843
0.932
0.801
0.731
0.489
--
Recall/Completeness
0.849
0.901
0.636
0.913
0.539
--
F1
0.846
0.916
0.709
0.811
0.512
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8408
0.0389
0.0835
0.0261
0.0083
0.0025
building
0.0353
0.9137
0.0339
0.0154
0.0013
0.0004
low_veg
0.0632
0.0335
0.7661
0.1354
0.0018
0.0000
tree
0.0222
0.0148
0.0971
0.8657
0.0002
0.0000
car
0.4143
0.0417
0.0389
0.0162
0.4768
0.0121
clutter
--
--
--
--
--
--
Precision/Correctness
0.866
0.909
0.810
0.775
0.595
--
Recall/Completeness
0.841
0.914
0.766
0.866
0.477
--
F1
0.853
0.911
0.788
0.818
0.529
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8839
0.0329
0.0635
0.0120
0.0052
0.0025
building
0.0283
0.9386
0.0240
0.0081
0.0009
0.0002
low_veg
0.0525
0.0230
0.8086
0.1146
0.0013
0.0000
tree
0.0124
0.0109
0.0768
0.8997
0.0001
0.0000
car
0.3668
0.0436
0.0282
0.0094
0.5360
0.0159
clutter
--
--
--
--
--
--
Precision/Correctness
0.898
0.934
0.854
0.822
0.660
--
Recall/Completeness
0.884
0.939
0.809
0.900
0.536
--
F1
0.891
0.936
0.831
0.859
0.592
--

Overall accuracy 0.878

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image