Detailled semantic labeling (2D) result


Name A. Lagrange and B. Le Saux (LeNet MS MD)
Affiliation Onera, France,
Abbreviation ONE_2
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
0.836
0.040
0.049
0.022
0.049
0.004
building
0.080
0.870
0.026
0.011
0.011
0.003
low_veg
0.064
0.034
0.741
0.151
0.008
0.001
tree
0.020
0.009
0.121
0.847
0.002
0.001
car
0.177
0.037
0.014
0.007
0.758
0.007
clutter
0.201
0.327
0.015
0.010
0.273
0.174
Precision/Correctness
0.843
0.904
0.770
0.821
0.315
0.413
Recall/Completeness
0.836
0.870
0.741
0.847
0.758
0.174
F1
0.840
0.886
0.755
0.834
0.445
0.245

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
0.869
0.033
0.041
0.012
0.042
0.004
building
0.073
0.888
0.019
0.008
0.010
0.003
low_veg
0.053
0.026
0.776
0.138
0.007
0.001
tree
0.010
0.006
0.105
0.877
0.001
0.000
car
0.137
0.039
0.010
0.004
0.803
0.008
clutter
0.180
0.347
0.011
0.005
0.265
0.191
Precision/Correctness
0.870
0.926
0.804
0.851
0.301
0.440
Recall/Completeness
0.869
0.888
0.776
0.877
0.803
0.191
F1
0.869
0.907
0.789
0.864
0.438
0.267

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
0.8823
0.0204
0.0397
0.0156
0.0382
0.0039
building
0.0380
0.9236
0.0266
0.0040
0.0059
0.0020
low_veg
0.0919
0.0323
0.7239
0.1417
0.0058
0.0044
tree
0.0254
0.0115
0.1185
0.8374
0.0029
0.0043
car
0.2133
0.0062
0.0025
0.0053
0.7672
0.0054
clutter
0.0970
0.0114
0.0000
0.0088
0.0000
0.8829
Precision/Correctness
0.838
0.929
0.796
0.839
0.478
0.818
Recall/Completeness
0.882
0.924
0.724
0.837
0.767
0.883
F1
0.860
0.926
0.758
0.838
0.589
0.849

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
0.9184
0.0153
0.0271
0.0057
0.0305
0.0031
building
0.0305
0.9436
0.0174
0.0018
0.0053
0.0015
low_veg
0.0796
0.0221
0.7561
0.1342
0.0043
0.0037
tree
0.0136
0.0081
0.1049
0.8694
0.0013
0.0026
car
0.1542
0.0036
0.0013
0.0024
0.8337
0.0048
clutter
0.0991
0.0108
0.0000
0.0016
0.0000
0.8885
Precision/Correctness
0.871
0.952
0.831
0.864
0.496
0.866
Recall/Completeness
0.918
0.944
0.756
0.869
0.834
0.888
F1
0.894
0.948
0.792
0.867
0.622
0.877

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
0.8292
0.0793
0.0141
0.0053
0.0696
0.0024
building
0.0597
0.9154
0.0103
0.0026
0.0093
0.0028
low_veg
0.1699
0.0662
0.5086
0.2291
0.0242
0.0020
tree
0.0506
0.0247
0.1418
0.7725
0.0082
0.0023
car
0.2127
0.0249
0.0072
0.0020
0.7513
0.0019
clutter
--
--
--
--
--
--
Precision/Correctness
0.839
0.949
0.574
0.737
0.287
--
Recall/Completeness
0.829
0.915
0.509
0.773
0.751
--
F1
0.834
0.932
0.539
0.754
0.416
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8610
0.0590
0.0108
0.0025
0.0645
0.0022
building
0.0460
0.9327
0.0087
0.0016
0.0083
0.0027
low_veg
0.1366
0.0444
0.5511
0.2505
0.0157
0.0016
tree
0.0273
0.0145
0.1406
0.8131
0.0028
0.0017
car
0.1780
0.0175
0.0051
0.0008
0.7973
0.0013
clutter
--
--
--
--
--
--
Precision/Correctness
0.873
0.966
0.598
0.766
0.268
--
Recall/Completeness
0.861
0.933
0.551
0.813
0.797
--
F1
0.867
0.949
0.573
0.789
0.401
--

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_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8020
0.0640
0.0522
0.0152
0.0646
0.0019
building
0.0579
0.9046
0.0212
0.0071
0.0078
0.0013
low_veg
0.0573
0.0436
0.7367
0.1547
0.0065
0.0012
tree
0.0115
0.0059
0.0874
0.8935
0.0015
0.0001
car
0.2285
0.0348
0.0073
0.0026
0.7253
0.0015
clutter
--
--
--
--
--
--
Precision/Correctness
0.864
0.928
0.633
0.919
0.370
--
Recall/Completeness
0.802
0.905
0.737
0.894
0.725
--
F1
0.832
0.916
0.681
0.906
0.490
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8432
0.0483
0.0424
0.0067
0.0575
0.0019
building
0.0485
0.9245
0.0154
0.0044
0.0062
0.0011
low_veg
0.0436
0.0313
0.7819
0.1371
0.0053
0.0009
tree
0.0044
0.0025
0.0728
0.9197
0.0005
0.0001
car
0.1981
0.0262
0.0049
0.0005
0.7686
0.0018
clutter
--
--
--
--
--
--
Precision/Correctness
0.895
0.952
0.670
0.943
0.356
--
Recall/Completeness
0.843
0.924
0.782
0.920
0.769
--
F1
0.868
0.938
0.721
0.931
0.486
--

Overall accuracy 0.887

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
0.8281
0.0301
0.0722
0.0172
0.0517
0.0007
building
0.0476
0.9111
0.0283
0.0074
0.0056
0.0000
low_veg
0.0648
0.0162
0.8411
0.0710
0.0064
0.0005
tree
0.0194
0.0080
0.1158
0.8554
0.0013
0.0001
car
0.2096
0.0287
0.0237
0.0134
0.7245
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.891
0.933
0.743
0.906
0.391
--
Recall/Completeness
0.828
0.911
0.841
0.855
0.725
--
F1
0.858
0.922
0.789
0.880
0.508
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8619
0.0249
0.0610
0.0076
0.0441
0.0007
building
0.0358
0.9372
0.0191
0.0038
0.0041
0.0000
low_veg
0.0480
0.0095
0.8775
0.0599
0.0046
0.0005
tree
0.0082
0.0048
0.0976
0.8887
0.0007
0.0001
car
0.1702
0.0298
0.0182
0.0102
0.7716
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.924
0.953
0.783
0.934
0.383
--
Recall/Completeness
0.862
0.937
0.878
0.889
0.772
--
F1
0.892
0.945
0.827
0.911
0.512
--

Overall accuracy 0.888

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
0.8011
0.0607
0.0620
0.0284
0.0266
0.0211
building
0.0235
0.9271
0.0267
0.0158
0.0065
0.0004
low_veg
0.0611
0.0362
0.7401
0.1556
0.0066
0.0005
tree
0.0142
0.0079
0.1080
0.8685
0.0015
0.0000
car
0.1536
0.0056
0.0193
0.0092
0.7980
0.0142
clutter
--
--
--
--
--
--
Precision/Correctness
0.937
0.877
0.715
0.810
0.302
--
Recall/Completeness
0.801
0.927
0.740
0.868
0.798
--
F1
0.864
0.901
0.727
0.838
0.439
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8351
0.0501
0.0527
0.0159
0.0235
0.0227
building
0.0159
0.9469
0.0196
0.0117
0.0056
0.0003
low_veg
0.0565
0.0273
0.7775
0.1325
0.0060
0.0002
tree
0.0069
0.0047
0.0869
0.9006
0.0010
0.0000
car
0.1052
0.0024
0.0138
0.0031
0.8577
0.0178
clutter
--
--
--
--
--
--
Precision/Correctness
0.954
0.902
0.756
0.852
0.281
--
Recall/Completeness
0.835
0.947
0.777
0.901
0.858
--
F1
0.891
0.924
0.767
0.875
0.423
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8461
0.0352
0.0462
0.0437
0.0277
0.0011
building
0.1414
0.8158
0.0143
0.0109
0.0106
0.0071
low_veg
0.0746
0.0390
0.6990
0.1795
0.0066
0.0014
tree
0.0140
0.0103
0.1350
0.8386
0.0019
0.0002
car
0.0935
0.0041
0.0184
0.0023
0.8658
0.0160
clutter
--
--
--
--
--
--
Precision/Correctness
0.689
0.886
0.774
0.837
0.337
--
Recall/Completeness
0.846
0.816
0.699
0.839
0.866
--
F1
0.759
0.849
0.734
0.838
0.485
--

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
0.8801
0.0309
0.0404
0.0263
0.0212
0.0011
building
0.1464
0.8251
0.0060
0.0042
0.0109
0.0074
low_veg
0.0713
0.0304
0.7337
0.1565
0.0066
0.0015
tree
0.0084
0.0065
0.1207
0.8627
0.0015
0.0002
car
0.0426
0.0019
0.0196
0.0005
0.9160
0.0194
clutter
--
--
--
--
--
--
Precision/Correctness
0.708
0.912
0.800
0.868
0.310
--
Recall/Completeness
0.880
0.825
0.734
0.863
0.916
--
F1
0.784
0.866
0.766
0.865
0.463
--

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
0.7881
0.0323
0.1107
0.0407
0.0218
0.0065
building
0.0240
0.9275
0.0317
0.0150
0.0017
0.0001
low_veg
0.0787
0.0466
0.6992
0.1637
0.0107
0.0011
tree
0.0278
0.0146
0.1399
0.8162
0.0012
0.0003
car
0.1160
0.0000
0.0000
0.0046
0.8793
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.842
0.871
0.696
0.836
0.218
--
Recall/Completeness
0.788
0.928
0.699
0.816
0.879
--
F1
0.814
0.898
0.697
0.826
0.349
--

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_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8084
0.0289
0.1070
0.0292
0.0199
0.0066
building
0.0155
0.9535
0.0205
0.0092
0.0012
0.0001
low_veg
0.0724
0.0345
0.7297
0.1511
0.0112
0.0010
tree
0.0200
0.0092
0.1295
0.8400
0.0011
0.0002
car
0.0661
0.0000
0.0000
0.0007
0.9332
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.872
0.900
0.715
0.861
0.187
--
Recall/Completeness
0.808
0.954
0.730
0.840
0.933
--
F1
0.839
0.926
0.722
0.850
0.312
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7759
0.0380
0.0906
0.0740
0.0213
0.0002
building
0.0473
0.9100
0.0205
0.0220
0.0002
0.0000
low_veg
0.0322
0.0271
0.7656
0.1717
0.0032
0.0001
tree
0.0225
0.0110
0.1132
0.8521
0.0011
0.0001
car
0.1192
0.0090
0.0461
0.0245
0.8012
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.819
0.900
0.793
0.825
0.276
--
Recall/Completeness
0.776
0.910
0.766
0.852
0.801
--
F1
0.797
0.905
0.779
0.838
0.411
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8122
0.0337
0.0841
0.0504
0.0195
0.0001
building
0.0421
0.9349
0.0107
0.0122
0.0000
0.0000
low_veg
0.0279
0.0211
0.7909
0.1569
0.0032
0.0001
tree
0.0162
0.0072
0.1023
0.8734
0.0009
0.0000
car
0.0577
0.0054
0.0331
0.0163
0.8876
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.849
0.923
0.818
0.851
0.250
--
Recall/Completeness
0.812
0.935
0.791
0.873
0.888
--
F1
0.830
0.929
0.804
0.862
0.390
--

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
0.7855
0.0557
0.0886
0.0498
0.0182
0.0022
building
0.0157
0.9352
0.0319
0.0152
0.0021
0.0000
low_veg
0.0462
0.0286
0.7436
0.1768
0.0040
0.0009
tree
0.0068
0.0033
0.0728
0.9166
0.0001
0.0004
car
0.1838
0.0022
0.0189
0.0217
0.7730
0.0004
clutter
0.0504
0.9151
0.0167
0.0110
0.0067
0.0001
Precision/Correctness
0.906
0.781
0.729
0.889
0.390
0.002
Recall/Completeness
0.786
0.935
0.744
0.917
0.773
0.000
F1
0.841
0.851
0.736
0.902
0.519
0.000

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8201
0.0485
0.0850
0.0294
0.0155
0.0015
building
0.0121
0.9512
0.0260
0.0088
0.0019
0.0000
low_veg
0.0399
0.0193
0.7859
0.1507
0.0036
0.0007
tree
0.0030
0.0018
0.0591
0.9358
0.0000
0.0003
car
0.1281
0.0004
0.0094
0.0131
0.8490
0.0000
clutter
0.0477
0.9304
0.0135
0.0025
0.0060
0.0000
Precision/Correctness
0.930
0.797
0.757
0.917
0.371
0.000
Recall/Completeness
0.820
0.951
0.786
0.936
0.849
0.000
F1
0.872
0.867
0.771
0.926
0.516
-nan

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
0.8377
0.0321
0.0560
0.0435
0.0295
0.0011
building
0.0370
0.9229
0.0220
0.0121
0.0045
0.0016
low_veg
0.0942
0.0430
0.6881
0.1655
0.0081
0.0010
tree
0.0204
0.0061
0.0909
0.8814
0.0009
0.0002
car
0.2131
0.0040
0.0455
0.0192
0.7182
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.888
0.888
0.741
0.837
0.394
--
Recall/Completeness
0.838
0.923
0.688
0.881
0.718
--
F1
0.862
0.905
0.714
0.858
0.509
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8742
0.0252
0.0484
0.0254
0.0257
0.0011
building
0.0290
0.9475
0.0129
0.0053
0.0037
0.0016
low_veg
0.0904
0.0333
0.7274
0.1399
0.0078
0.0011
tree
0.0098
0.0036
0.0752
0.9109
0.0004
0.0002
car
0.1650
0.0023
0.0381
0.0113
0.7834
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.913
0.916
0.781
0.877
0.374
--
Recall/Completeness
0.874
0.947
0.727
0.911
0.783
--
F1
0.893
0.932
0.753
0.894
0.506
--

Overall accuracy 0.869

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7187
0.0519
0.1506
0.0450
0.0294
0.0044
building
0.0511
0.8722
0.0493
0.0258
0.0015
0.0002
low_veg
0.0209
0.0236
0.8359
0.1174
0.0022
0.0000
tree
0.0148
0.0098
0.1581
0.8164
0.0004
0.0004
car
0.1560
0.0022
0.0263
0.0180
0.7974
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.823
0.892
0.828
0.776
0.352
--
Recall/Completeness
0.719
0.872
0.836
0.816
0.797
--
F1
0.767
0.882
0.832
0.796
0.488
--

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
0.7525
0.0433
0.1419
0.0316
0.0260
0.0047
building
0.0471
0.8879
0.0416
0.0220
0.0014
0.0001
low_veg
0.0178
0.0191
0.8563
0.1047
0.0020
0.0000
tree
0.0093
0.0063
0.1410
0.8427
0.0002
0.0005
car
0.1145
0.0000
0.0162
0.0144
0.8549
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.849
0.915
0.849
0.800
0.321
--
Recall/Completeness
0.752
0.888
0.856
0.843
0.855
--
F1
0.798
0.901
0.853
0.821
0.466
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8631
0.0313
0.0280
0.0091
0.0677
0.0008
building
0.0836
0.8787
0.0174
0.0097
0.0098
0.0008
low_veg
0.0902
0.0347
0.6946
0.1687
0.0112
0.0007
tree
0.0123
0.0068
0.0778
0.8991
0.0035
0.0005
car
0.1994
0.0141
0.0118
0.0072
0.7628
0.0047
clutter
0.4041
0.0366
0.1460
0.0097
0.4034
0.0003
Precision/Correctness
0.832
0.945
0.852
0.695
0.465
0.001
Recall/Completeness
0.863
0.879
0.695
0.899
0.763
0.000
F1
0.847
0.910
0.765
0.784
0.578
0.000

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9017
0.0219
0.0199
0.0043
0.0515
0.0006
building
0.0711
0.9010
0.0117
0.0069
0.0086
0.0007
low_veg
0.0778
0.0222
0.7348
0.1559
0.0087
0.0006
tree
0.0058
0.0034
0.0599
0.9287
0.0020
0.0002
car
0.1554
0.0125
0.0103
0.0053
0.8122
0.0043
clutter
0.4026
0.0237
0.1185
0.0058
0.4495
0.0000
Precision/Correctness
0.862
0.965
0.892
0.730
0.472
0.000
Recall/Completeness
0.902
0.901
0.735
0.929
0.812
0.000
F1
0.882
0.932
0.806
0.818
0.597
-nan

Overall accuracy 0.868

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
0.8824
0.0271
0.0222
0.0147
0.0525
0.0011
building
0.0545
0.8866
0.0092
0.0071
0.0255
0.0171
low_veg
0.0765
0.0433
0.6103
0.2534
0.0161
0.0005
tree
0.0077
0.0066
0.0439
0.9401
0.0013
0.0004
car
0.1271
0.0145
0.0039
0.0064
0.8456
0.0025
clutter
0.2712
0.2622
0.0235
0.0131
0.3627
0.0674
Precision/Correctness
0.911
0.901
0.838
0.691
0.211
0.275
Recall/Completeness
0.882
0.887
0.610
0.940
0.846
0.067
F1
0.896
0.894
0.706
0.796
0.337
0.108

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9097
0.0203
0.0165
0.0075
0.0452
0.0009
building
0.0483
0.8992
0.0053
0.0040
0.0253
0.0179
low_veg
0.0583
0.0288
0.6585
0.2420
0.0120
0.0004
tree
0.0032
0.0041
0.0337
0.9580
0.0005
0.0004
car
0.0899
0.0112
0.0024
0.0035
0.8913
0.0017
clutter
0.2540
0.2802
0.0170
0.0063
0.3676
0.0748
Precision/Correctness
0.930
0.924
0.877
0.730
0.192
0.268
Recall/Completeness
0.910
0.899
0.658
0.958
0.891
0.075
F1
0.920
0.911
0.752
0.829
0.316
0.117

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8324
0.0356
0.0121
0.0072
0.1109
0.0018
building
0.3453
0.6179
0.0069
0.0035
0.0239
0.0025
low_veg
0.0555
0.0089
0.8852
0.0277
0.0225
0.0002
tree
0.0279
0.0059
0.1273
0.8237
0.0135
0.0017
car
0.1080
0.1293
0.0082
0.0040
0.7311
0.0194
clutter
0.1691
0.3138
0.0212
0.0199
0.4435
0.0325
Precision/Correctness
0.735
0.846
0.857
0.915
0.275
0.322
Recall/Completeness
0.832
0.618
0.885
0.824
0.731
0.033
F1
0.781
0.714
0.871
0.867
0.399
0.059

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_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8638
0.0303
0.0094
0.0031
0.0922
0.0013
building
0.3475
0.6259
0.0032
0.0012
0.0204
0.0019
low_veg
0.0369
0.0058
0.9192
0.0213
0.0168
0.0000
tree
0.0113
0.0036
0.1125
0.8649
0.0060
0.0017
car
0.0853
0.1464
0.0028
0.0014
0.7426
0.0215
clutter
0.1426
0.3494
0.0196
0.0138
0.4386
0.0361
Precision/Correctness
0.746
0.867
0.887
0.948
0.268
0.370
Recall/Completeness
0.864
0.626
0.919
0.865
0.743
0.036
F1
0.801
0.727
0.903
0.905
0.394
0.066

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8809
0.0465
0.0115
0.0035
0.0492
0.0084
building
0.1668
0.7046
0.0554
0.0437
0.0261
0.0035
low_veg
0.0690
0.0281
0.5805
0.2978
0.0218
0.0028
tree
0.0380
0.0169
0.1744
0.7649
0.0045
0.0013
car
0.1830
0.0492
0.0134
0.0039
0.7418
0.0087
clutter
0.3044
0.2663
0.0021
0.0007
0.3681
0.0584
Precision/Correctness
0.806
0.840
0.696
0.572
0.159
0.392
Recall/Completeness
0.881
0.705
0.580
0.765
0.742
0.058
F1
0.842
0.766
0.633
0.655
0.262
0.102

Overall accuracy 0.725

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
0.9032
0.0401
0.0066
0.0012
0.0408
0.0081
building
0.1668
0.7087
0.0528
0.0435
0.0250
0.0032
low_veg
0.0422
0.0188
0.5997
0.3198
0.0173
0.0022
tree
0.0171
0.0109
0.1644
0.8048
0.0020
0.0008
car
0.1440
0.0411
0.0088
0.0029
0.7923
0.0110
clutter
0.2780
0.2718
0.0014
0.0004
0.3848
0.0635
Precision/Correctness
0.825
0.865
0.719
0.571
0.148
0.408
Recall/Completeness
0.903
0.709
0.600
0.805
0.792
0.064
F1
0.862
0.779
0.654
0.668
0.249
0.110

Overall accuracy 0.746

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
0.8205
0.0369
0.0813
0.0233
0.0364
0.0016
building
0.0815
0.8668
0.0268
0.0071
0.0172
0.0006
low_veg
0.0515
0.0206
0.7147
0.2052
0.0073
0.0007
tree
0.0284
0.0083
0.1652
0.7954
0.0020
0.0006
car
0.2429
0.0091
0.0093
0.0127
0.7259
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.827
0.934
0.728
0.760
0.255
--
Recall/Completeness
0.821
0.867
0.715
0.795
0.726
--
F1
0.824
0.899
0.721
0.777
0.377
--

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
0.8706
0.0294
0.0571
0.0089
0.0327
0.0013
building
0.0730
0.8933
0.0158
0.0027
0.0149
0.0003
low_veg
0.0394
0.0120
0.7433
0.1992
0.0056
0.0006
tree
0.0107
0.0040
0.1369
0.8470
0.0009
0.0004
car
0.1900
0.0098
0.0039
0.0082
0.7881
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.864
0.958
0.785
0.789
0.250
--
Recall/Completeness
0.871
0.893
0.743
0.847
0.788
--
F1
0.867
0.924
0.764
0.817
0.379
--

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
0.8619
0.0347
0.0388
0.0163
0.0470
0.0012
building
0.0506
0.8722
0.0520
0.0116
0.0106
0.0030
low_veg
0.0645
0.0497
0.7821
0.0947
0.0086
0.0004
tree
0.0239
0.0127
0.1664
0.7922
0.0043
0.0005
car
0.1602
0.0380
0.0272
0.0073
0.7556
0.0117
clutter
--
--
--
--
--
--
Precision/Correctness
0.862
0.894
0.795
0.820
0.282
--
Recall/Completeness
0.862
0.872
0.782
0.792
0.756
--
F1
0.862
0.883
0.789
0.806
0.410
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8932
0.0313
0.0265
0.0068
0.0412
0.0010
building
0.0415
0.8969
0.0423
0.0077
0.0087
0.0029
low_veg
0.0493
0.0443
0.8165
0.0831
0.0066
0.0002
tree
0.0114
0.0095
0.1451
0.8311
0.0026
0.0004
car
0.1191
0.0413
0.0210
0.0028
0.8015
0.0143
clutter
--
--
--
--
--
--
Precision/Correctness
0.897
0.912
0.831
0.855
0.271
--
Recall/Completeness
0.893
0.897
0.816
0.831
0.802
--
F1
0.895
0.905
0.824
0.843
0.405
--

Overall accuracy 0.861

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image