Detailled semantic labeling (2D) result


Name A. Lagrange and B. Le Saux (NiN MS MD)
Affiliation Onera, France,
Abbreviation ONE_3
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
0.849
0.045
0.054
0.020
0.030
0.001
building
0.101
0.850
0.034
0.009
0.005
0.001
low_veg
0.061
0.030
0.760
0.145
0.004
0.001
tree
0.024
0.007
0.130
0.838
0.001
0.000
car
0.173
0.064
0.015
0.006
0.740
0.003
clutter
0.224
0.438
0.018
0.009
0.153
0.159
Precision/Correctness
0.828
0.897
0.754
0.828
0.439
0.618
Recall/Completeness
0.849
0.850
0.760
0.838
0.740
0.159
F1
0.838
0.873
0.757
0.833
0.551
0.252

Overall accuracy 0.820

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
0.882
0.038
0.045
0.011
0.023
0.001
building
0.094
0.869
0.027
0.005
0.004
0.001
low_veg
0.050
0.022
0.793
0.131
0.003
0.001
tree
0.013
0.004
0.113
0.868
0.001
0.000
car
0.138
0.069
0.011
0.003
0.776
0.003
clutter
0.195
0.464
0.015
0.003
0.147
0.175
Precision/Correctness
0.853
0.918
0.787
0.859
0.442
0.666
Recall/Completeness
0.882
0.869
0.793
0.868
0.776
0.175
F1
0.867
0.893
0.790
0.864
0.563
0.277

Overall accuracy 0.850
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8876
0.0174
0.0406
0.0180
0.0340
0.0023
building
0.0620
0.8863
0.0398
0.0048
0.0047
0.0025
low_veg
0.0679
0.0216
0.7474
0.1570
0.0035
0.0027
tree
0.0242
0.0078
0.1257
0.8382
0.0013
0.0028
car
0.2015
0.0183
0.0036
0.0027
0.7719
0.0021
clutter
0.0116
0.0024
0.0001
0.0112
0.0000
0.9747
Precision/Correctness
0.847
0.945
0.784
0.824
0.528
0.878
Recall/Completeness
0.888
0.886
0.747
0.838
0.772
0.975
F1
0.867
0.915
0.765
0.831
0.627
0.924

Overall accuracy 0.841

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
0.9246
0.0127
0.0280
0.0068
0.0260
0.0019
building
0.0560
0.9082
0.0279
0.0015
0.0041
0.0023
low_veg
0.0545
0.0135
0.7784
0.1485
0.0027
0.0023
tree
0.0118
0.0048
0.1125
0.8688
0.0005
0.0016
car
0.1540
0.0206
0.0023
0.0006
0.8212
0.0012
clutter
0.0113
0.0025
0.0000
0.0038
0.0000
0.9825
Precision/Correctness
0.879
0.965
0.818
0.852
0.546
0.907
Recall/Completeness
0.925
0.908
0.778
0.869
0.821
0.982
F1
0.901
0.936
0.798
0.860
0.656
0.943

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8755
0.0682
0.0173
0.0062
0.0317
0.0011
building
0.0829
0.8991
0.0105
0.0025
0.0047
0.0002
low_veg
0.1535
0.0567
0.5044
0.2725
0.0090
0.0039
tree
0.0500
0.0200
0.1170
0.8080
0.0040
0.0011
car
0.2409
0.0198
0.0044
0.0009
0.7238
0.0101
clutter
--
--
--
--
--
--
Precision/Correctness
0.812
0.955
0.575
0.716
0.456
--
Recall/Completeness
0.876
0.899
0.504
0.808
0.724
--
F1
0.842
0.926
0.537
0.759
0.560
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9082
0.0485
0.0137
0.0029
0.0257
0.0010
building
0.0687
0.9167
0.0088
0.0014
0.0042
0.0002
low_veg
0.1167
0.0323
0.5429
0.2991
0.0055
0.0036
tree
0.0238
0.0110
0.1124
0.8503
0.0013
0.0012
car
0.2089
0.0131
0.0026
0.0003
0.7644
0.0107
clutter
--
--
--
--
--
--
Precision/Correctness
0.842
0.972
0.601
0.746
0.455
--
Recall/Completeness
0.908
0.917
0.543
0.850
0.764
--
F1
0.874
0.943
0.571
0.794
0.571
--

Overall accuracy 0.894

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
0.8410
0.0590
0.0500
0.0142
0.0353
0.0004
building
0.0642
0.8990
0.0274
0.0049
0.0044
0.0002
low_veg
0.0760
0.0346
0.7532
0.1316
0.0045
0.0000
tree
0.0174
0.0056
0.0920
0.8840
0.0009
0.0001
car
0.2180
0.0412
0.0038
0.0017
0.7334
0.0019
clutter
--
--
--
--
--
--
Precision/Correctness
0.850
0.934
0.624
0.930
0.518
--
Recall/Completeness
0.841
0.899
0.753
0.884
0.733
--
F1
0.845
0.916
0.683
0.906
0.607
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8827
0.0441
0.0405
0.0062
0.0264
0.0001
building
0.0539
0.9193
0.0212
0.0022
0.0034
0.0001
low_veg
0.0598
0.0253
0.7997
0.1124
0.0028
0.0000
tree
0.0086
0.0024
0.0772
0.9114
0.0004
0.0000
car
0.1849
0.0292
0.0014
0.0004
0.7817
0.0024
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.956
0.659
0.953
0.542
--
Recall/Completeness
0.883
0.919
0.800
0.911
0.782
--
F1
0.883
0.937
0.722
0.932
0.640
--

Overall accuracy 0.894

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
0.8353
0.0372
0.0784
0.0157
0.0332
0.0002
building
0.0569
0.9051
0.0274
0.0064
0.0038
0.0005
low_veg
0.0670
0.0135
0.8370
0.0789
0.0036
0.0001
tree
0.0277
0.0064
0.1272
0.8379
0.0008
0.0001
car
0.1977
0.0219
0.0257
0.0050
0.7477
0.0020
clutter
--
--
--
--
--
--
Precision/Correctness
0.878
0.928
0.727
0.901
0.510
--
Recall/Completeness
0.835
0.905
0.837
0.838
0.748
--
F1
0.856
0.916
0.778
0.868
0.606
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8677
0.0325
0.0675
0.0067
0.0254
0.0002
building
0.0453
0.9301
0.0177
0.0034
0.0031
0.0004
low_veg
0.0508
0.0072
0.8703
0.0700
0.0018
0.0001
tree
0.0141
0.0033
0.1084
0.8739
0.0003
0.0000
car
0.1627
0.0223
0.0197
0.0028
0.7908
0.0017
clutter
--
--
--
--
--
--
Precision/Correctness
0.912
0.946
0.766
0.927
0.526
--
Recall/Completeness
0.868
0.930
0.870
0.874
0.791
--
F1
0.889
0.938
0.815
0.900
0.632
--

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_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7984
0.0631
0.1029
0.0207
0.0142
0.0007
building
0.0393
0.9182
0.0241
0.0145
0.0026
0.0013
low_veg
0.0688
0.0404
0.7330
0.1541
0.0037
0.0000
tree
0.0194
0.0075
0.1185
0.8539
0.0007
0.0000
car
0.1628
0.0357
0.0284
0.0050
0.7681
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.919
0.869
0.652
0.821
0.447
--
Recall/Completeness
0.798
0.918
0.733
0.854
0.768
--
F1
0.854
0.893
0.690
0.837
0.565
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8285
0.0542
0.0954
0.0099
0.0112
0.0006
building
0.0309
0.9380
0.0171
0.0108
0.0019
0.0013
low_veg
0.0637
0.0323
0.7695
0.1307
0.0037
0.0000
tree
0.0102
0.0041
0.0965
0.8889
0.0004
0.0000
car
0.1181
0.0398
0.0193
0.0020
0.8208
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.939
0.892
0.683
0.862
0.442
--
Recall/Completeness
0.829
0.938
0.770
0.889
0.821
--
F1
0.880
0.915
0.724
0.875
0.574
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8538
0.0392
0.0444
0.0372
0.0251
0.0003
building
0.1639
0.8099
0.0146
0.0090
0.0024
0.0001
low_veg
0.0693
0.0455
0.7215
0.1613
0.0019
0.0006
tree
0.0182
0.0078
0.1524
0.8204
0.0008
0.0003
car
0.0648
0.0027
0.0128
0.0042
0.9123
0.0032
clutter
--
--
--
--
--
--
Precision/Correctness
0.675
0.877
0.761
0.849
0.485
--
Recall/Completeness
0.854
0.810
0.721
0.820
0.912
--
F1
0.754
0.842
0.741
0.835
0.633
--

Overall accuracy 0.795

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
0.8858
0.0365
0.0360
0.0223
0.0190
0.0003
building
0.1691
0.8196
0.0057
0.0031
0.0024
0.0001
low_veg
0.0656
0.0382
0.7543
0.1395
0.0018
0.0006
tree
0.0117
0.0044
0.1367
0.8464
0.0006
0.0003
car
0.0218
0.0019
0.0129
0.0012
0.9580
0.0041
clutter
--
--
--
--
--
--
Precision/Correctness
0.694
0.900
0.789
0.879
0.474
--
Recall/Completeness
0.886
0.820
0.754
0.846
0.958
--
F1
0.778
0.858
0.771
0.862
0.634
--

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_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7996
0.0372
0.1091
0.0395
0.0136
0.0011
building
0.0403
0.9171
0.0287
0.0121
0.0015
0.0002
low_veg
0.0940
0.0449
0.6869
0.1687
0.0045
0.0010
tree
0.0380
0.0112
0.1399
0.8098
0.0009
0.0001
car
0.1207
0.0000
0.0100
0.0043
0.8650
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.806
0.872
0.694
0.834
0.322
--
Recall/Completeness
0.800
0.917
0.687
0.810
0.865
--
F1
0.803
0.894
0.690
0.822
0.469
--

Overall accuracy 0.795

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
0.8189
0.0344
0.1054
0.0286
0.0117
0.0010
building
0.0302
0.9446
0.0176
0.0065
0.0010
0.0001
low_veg
0.0869
0.0345
0.7153
0.1577
0.0046
0.0010
tree
0.0289
0.0065
0.1297
0.8340
0.0008
0.0001
car
0.0773
0.0000
0.0076
0.0007
0.9145
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.839
0.897
0.713
0.857
0.294
--
Recall/Completeness
0.819
0.945
0.715
0.834
0.914
--
F1
0.829
0.920
0.714
0.845
0.445
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7933
0.0424
0.0898
0.0626
0.0119
0.0001
building
0.0584
0.8944
0.0275
0.0178
0.0020
0.0000
low_veg
0.0317
0.0260
0.7960
0.1453
0.0011
0.0000
tree
0.0280
0.0095
0.1368
0.8247
0.0009
0.0001
car
0.0813
0.0008
0.0505
0.0183
0.8473
0.0019
clutter
--
--
--
--
--
--
Precision/Correctness
0.802
0.900
0.774
0.844
0.402
--
Recall/Completeness
0.793
0.894
0.796
0.825
0.847
--
F1
0.798
0.897
0.785
0.834
0.545
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8292
0.0377
0.0820
0.0419
0.0091
0.0001
building
0.0536
0.9180
0.0177
0.0093
0.0015
0.0000
low_veg
0.0265
0.0204
0.8200
0.1321
0.0010
0.0000
tree
0.0207
0.0058
0.1246
0.8482
0.0007
0.0001
car
0.0533
0.0000
0.0391
0.0032
0.9023
0.0021
clutter
--
--
--
--
--
--
Precision/Correctness
0.833
0.922
0.799
0.869
0.397
--
Recall/Completeness
0.829
0.918
0.820
0.848
0.902
--
F1
0.831
0.920
0.809
0.858
0.551
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8147
0.0521
0.0732
0.0451
0.0137
0.0012
building
0.0174
0.9071
0.0635
0.0109
0.0010
0.0001
low_veg
0.0562
0.0252
0.7452
0.1701
0.0022
0.0011
tree
0.0089
0.0034
0.0725
0.9150
0.0001
0.0000
car
0.1774
0.0304
0.0541
0.0155
0.7126
0.0100
clutter
0.0339
0.9508
0.0060
0.0075
0.0011
0.0007
Precision/Correctness
0.896
0.777
0.723
0.895
0.463
0.035
Recall/Completeness
0.815
0.907
0.745
0.915
0.713
0.001
F1
0.853
0.837
0.734
0.905
0.561
0.001

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8473
0.0456
0.0676
0.0276
0.0109
0.0011
building
0.0134
0.9241
0.0570
0.0044
0.0010
0.0001
low_veg
0.0507
0.0163
0.7867
0.1429
0.0022
0.0011
tree
0.0041
0.0018
0.0591
0.9350
0.0000
0.0000
car
0.1182
0.0405
0.0525
0.0080
0.7681
0.0128
clutter
0.0277
0.9661
0.0043
0.0011
0.0007
0.0002
Precision/Correctness
0.922
0.792
0.752
0.923
0.451
0.014
Recall/Completeness
0.847
0.924
0.787
0.935
0.768
0.000
F1
0.883
0.853
0.769
0.929
0.568
0.000

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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8623
0.0267
0.0525
0.0368
0.0214
0.0003
building
0.0547
0.9116
0.0221
0.0099
0.0017
0.0001
low_veg
0.0880
0.0415
0.7090
0.1567
0.0040
0.0008
tree
0.0246
0.0036
0.0982
0.8725
0.0010
0.0000
car
0.2230
0.0131
0.0485
0.0142
0.6940
0.0073
clutter
--
--
--
--
--
--
Precision/Correctness
0.881
0.900
0.743
0.847
0.480
--
Recall/Completeness
0.862
0.912
0.709
0.873
0.694
--
F1
0.872
0.906
0.726
0.860
0.568
--

Overall accuracy 0.841

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
0.8969
0.0208
0.0442
0.0209
0.0170
0.0003
building
0.0456
0.9371
0.0121
0.0040
0.0011
0.0000
low_veg
0.0835
0.0322
0.7476
0.1320
0.0038
0.0008
tree
0.0124
0.0014
0.0809
0.9047
0.0005
0.0000
car
0.1859
0.0165
0.0409
0.0076
0.7423
0.0068
clutter
--
--
--
--
--
--
Precision/Correctness
0.907
0.926
0.785
0.886
0.478
--
Recall/Completeness
0.897
0.937
0.748
0.905
0.742
--
F1
0.902
0.932
0.766
0.895
0.581
--

Overall accuracy 0.876

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7705
0.0439
0.1209
0.0403
0.0244
0.0000
building
0.0839
0.8304
0.0691
0.0151
0.0011
0.0002
low_veg
0.0293
0.0220
0.8541
0.0933
0.0011
0.0002
tree
0.0182
0.0088
0.1821
0.7903
0.0005
0.0001
car
0.1564
0.0000
0.0189
0.0158
0.8089
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.772
0.899
0.820
0.810
0.412
--
Recall/Completeness
0.770
0.830
0.854
0.790
0.809
--
F1
0.771
0.863
0.837
0.800
0.546
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8046
0.0361
0.1115
0.0276
0.0202
0.0000
building
0.0803
0.8463
0.0610
0.0112
0.0010
0.0002
low_veg
0.0260
0.0179
0.8739
0.0811
0.0010
0.0001
tree
0.0124
0.0057
0.1639
0.8176
0.0003
0.0000
car
0.1129
0.0000
0.0136
0.0125
0.8610
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.796
0.920
0.842
0.836
0.394
--
Recall/Completeness
0.805
0.846
0.874
0.818
0.861
--
F1
0.800
0.882
0.858
0.827
0.541
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8671
0.0383
0.0289
0.0096
0.0555
0.0006
building
0.1134
0.8454
0.0272
0.0068
0.0067
0.0004
low_veg
0.0746
0.0353
0.6770
0.2053
0.0060
0.0016
tree
0.0125
0.0062
0.0686
0.9093
0.0021
0.0013
car
0.1726
0.0236
0.0088
0.0068
0.7882
0.0000
clutter
0.4929
0.2090
0.1395
0.0109
0.1476
0.0000
Precision/Correctness
0.816
0.933
0.835
0.665
0.540
0.000
Recall/Completeness
0.867
0.845
0.677
0.909
0.788
0.000
F1
0.841
0.887
0.748
0.768
0.641
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9076
0.0289
0.0207
0.0044
0.0378
0.0005
building
0.1028
0.8664
0.0210
0.0035
0.0059
0.0003
low_veg
0.0618
0.0231
0.7152
0.1939
0.0043
0.0016
tree
0.0054
0.0031
0.0527
0.9366
0.0011
0.0012
car
0.1364
0.0223
0.0065
0.0045
0.8303
0.0000
clutter
0.4973
0.2238
0.1241
0.0070
0.1477
0.0000
Precision/Correctness
0.842
0.955
0.872
0.698
0.570
0.000
Recall/Completeness
0.908
0.866
0.715
0.937
0.830
0.000
F1
0.874
0.909
0.786
0.800
0.676
-nan

Overall accuracy 0.855

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
0.8853
0.0411
0.0254
0.0147
0.0322
0.0011
building
0.0795
0.8958
0.0122
0.0088
0.0013
0.0025
low_veg
0.0629
0.0407
0.6241
0.2649
0.0058
0.0015
tree
0.0087
0.0051
0.0447
0.9409
0.0006
0.0000
car
0.1168
0.0428
0.0009
0.0064
0.8331
0.0000
clutter
0.2983
0.4675
0.0362
0.0138
0.1700
0.0141
Precision/Correctness
0.899
0.864
0.822
0.681
0.359
0.232
Recall/Completeness
0.885
0.896
0.624
0.941
0.833
0.014
F1
0.892
0.879
0.709
0.790
0.501
0.027

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9132
0.0337
0.0191
0.0071
0.0258
0.0010
building
0.0757
0.9081
0.0077
0.0049
0.0010
0.0026
low_veg
0.0444
0.0263
0.6705
0.2531
0.0040
0.0017
tree
0.0036
0.0031
0.0348
0.9584
0.0001
0.0000
car
0.0893
0.0409
0.0000
0.0034
0.8664
0.0000
clutter
0.2726
0.5049
0.0308
0.0063
0.1719
0.0135
Precision/Correctness
0.916
0.887
0.860
0.722
0.347
0.206
Recall/Completeness
0.913
0.908
0.671
0.958
0.866
0.014
F1
0.915
0.897
0.754
0.823
0.496
0.025

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8404
0.0731
0.0183
0.0054
0.0617
0.0011
building
0.4213
0.5507
0.0128
0.0032
0.0110
0.0009
low_veg
0.0557
0.0143
0.9006
0.0222
0.0066
0.0006
tree
0.0366
0.0074
0.1223
0.8253
0.0072
0.0011
car
0.1280
0.2286
0.0064
0.0049
0.6269
0.0051
clutter
0.2887
0.4576
0.0288
0.0133
0.2081
0.0036
Precision/Correctness
0.695
0.735
0.839
0.931
0.386
0.101
Recall/Completeness
0.840
0.551
0.901
0.825
0.627
0.004
F1
0.761
0.630
0.869
0.875
0.478
0.007

Overall accuracy 0.731

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
0.8699
0.0660
0.0145
0.0021
0.0466
0.0009
building
0.4252
0.5561
0.0077
0.0010
0.0092
0.0008
low_veg
0.0378
0.0101
0.9311
0.0168
0.0039
0.0002
tree
0.0158
0.0042
0.1036
0.8726
0.0030
0.0007
car
0.1114
0.2510
0.0035
0.0023
0.6271
0.0047
clutter
0.2634
0.5043
0.0262
0.0068
0.1966
0.0027
Precision/Correctness
0.705
0.763
0.874
0.961
0.394
0.089
Recall/Completeness
0.870
0.556
0.931
0.873
0.627
0.003
F1
0.779
0.643
0.902
0.915
0.484
0.005

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9020
0.0496
0.0144
0.0045
0.0254
0.0040
building
0.0996
0.7444
0.1218
0.0227
0.0093
0.0022
low_veg
0.0720
0.0208
0.7372
0.1618
0.0056
0.0026
tree
0.0429
0.0072
0.1960
0.7516
0.0010
0.0013
car
0.1901
0.0884
0.0123
0.0006
0.7086
0.0000
clutter
0.3269
0.3922
0.0067
0.0001
0.2662
0.0079
Precision/Correctness
0.843
0.826
0.647
0.703
0.246
0.136
Recall/Completeness
0.902
0.744
0.737
0.752
0.709
0.008
F1
0.872
0.783
0.689
0.727
0.366
0.015

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_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9237
0.0433
0.0089
0.0017
0.0187
0.0037
building
0.0958
0.7539
0.1187
0.0215
0.0082
0.0019
low_veg
0.0468
0.0153
0.7626
0.1697
0.0036
0.0019
tree
0.0208
0.0036
0.1830
0.7917
0.0002
0.0006
car
0.1467
0.0913
0.0099
0.0001
0.7520
0.0000
clutter
0.2952
0.4139
0.0054
0.0000
0.2776
0.0078
Precision/Correctness
0.868
0.847
0.664
0.712
0.236
0.143
Recall/Completeness
0.924
0.754
0.763
0.792
0.752
0.008
F1
0.895
0.798
0.710
0.750
0.360
0.015

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8163
0.0396
0.0938
0.0285
0.0214
0.0005
building
0.0900
0.8613
0.0297
0.0088
0.0099
0.0003
low_veg
0.0402
0.0171
0.7171
0.2217
0.0035
0.0004
tree
0.0308
0.0045
0.1600
0.8024
0.0015
0.0007
car
0.2144
0.0280
0.0197
0.0138
0.7241
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.827
0.937
0.720
0.744
0.372
--
Recall/Completeness
0.816
0.861
0.717
0.802
0.724
--
F1
0.822
0.897
0.719
0.772
0.492
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8700
0.0324
0.0671
0.0127
0.0174
0.0004
building
0.0816
0.8886
0.0172
0.0031
0.0092
0.0002
low_veg
0.0297
0.0097
0.7429
0.2146
0.0027
0.0004
tree
0.0129
0.0016
0.1323
0.8518
0.0007
0.0007
car
0.1679
0.0249
0.0189
0.0070
0.7812
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.862
0.958
0.779
0.775
0.372
--
Recall/Completeness
0.870
0.889
0.743
0.852
0.781
--
F1
0.866
0.922
0.760
0.811
0.504
--

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8637
0.0398
0.0537
0.0164
0.0245
0.0018
building
0.1006
0.8242
0.0591
0.0085
0.0058
0.0017
low_veg
0.0566
0.0296
0.8207
0.0892
0.0033
0.0006
tree
0.0267
0.0077
0.1885
0.7757
0.0010
0.0003
car
0.1590
0.0761
0.0355
0.0074
0.7169
0.0052
clutter
--
--
--
--
--
--
Precision/Correctness
0.828
0.908
0.776
0.827
0.430
--
Recall/Completeness
0.864
0.824
0.821
0.776
0.717
--
F1
0.846
0.864
0.797
0.801
0.537
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8968
0.0369
0.0388
0.0067
0.0192
0.0016
building
0.0946
0.8475
0.0472
0.0042
0.0050
0.0014
low_veg
0.0409
0.0231
0.8565
0.0767
0.0023
0.0004
tree
0.0134
0.0052
0.1658
0.8149
0.0005
0.0002
car
0.1212
0.0844
0.0295
0.0032
0.7551
0.0066
clutter
--
--
--
--
--
--
Precision/Correctness
0.858
0.926
0.813
0.865
0.433
--
Recall/Completeness
0.897
0.847
0.857
0.815
0.755
--
F1
0.877
0.885
0.834
0.839
0.550
--

Overall accuracy 0.856

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image