Detailled semantic labeling (2D) result


Name Yansong Liu et al.
Affiliation Rochester Institute of Technology
Abbreviation RIT_L8
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
0.870
0.053
0.059
0.013
0.005
0.000
building
0.059
0.908
0.027
0.005
0.001
0.000
low_veg
0.055
0.034
0.791
0.119
0.001
0.000
tree
0.013
0.012
0.129
0.845
0.000
0.000
car
0.314
0.051
0.022
0.006
0.608
0.000
clutter
0.572
0.333
0.046
0.007
0.042
0.000
Precision/Correctness
0.860
0.892
0.762
0.862
0.776
-nan
Recall/Completeness
0.870
0.908
0.791
0.845
0.608
0.000
F1
0.865
0.900
0.777
0.854
0.682
-nan

Overall accuracy 0.846

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
0.908
0.041
0.043
0.006
0.003
0.000
building
0.053
0.922
0.021
0.002
0.001
0.000
low_veg
0.047
0.022
0.823
0.107
0.001
0.000
tree
0.007
0.008
0.103
0.882
0.000
0.000
car
0.226
0.043
0.013
0.002
0.715
0.000
clutter
0.558
0.351
0.044
0.003
0.045
0.000
Precision/Correctness
0.884
0.921
0.809
0.889
0.812
-nan
Recall/Completeness
0.908
0.922
0.823
0.882
0.715
0.000
F1
0.896
0.922
0.816
0.886
0.760
-nan

Overall accuracy 0.878
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9154
0.0246
0.0459
0.0087
0.0054
0.0000
building
0.0452
0.9324
0.0190
0.0025
0.0009
0.0000
low_veg
0.0928
0.0382
0.7444
0.1243
0.0004
0.0000
tree
0.0215
0.0184
0.1320
0.8280
0.0001
0.0000
car
0.3189
0.0176
0.0135
0.0026
0.6474
0.0000
clutter
0.7525
0.1960
0.0271
0.0237
0.0006
0.0000
Precision/Correctness
0.800
0.899
0.787
0.859
0.855
-nan
Recall/Completeness
0.915
0.932
0.744
0.828
0.647
0.000
F1
0.854
0.916
0.765
0.843
0.737
-nan

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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9525
0.0181
0.0243
0.0022
0.0030
0.0000
building
0.0379
0.9479
0.0126
0.0006
0.0009
0.0000
low_veg
0.0829
0.0257
0.7703
0.1208
0.0003
0.0000
tree
0.0120
0.0129
0.1092
0.8659
0.0000
0.0000
car
0.2020
0.0120
0.0071
0.0004
0.7785
0.0000
clutter
0.7751
0.1903
0.0273
0.0067
0.0006
0.0000
Precision/Correctness
0.826
0.927
0.834
0.879
0.900
-nan
Recall/Completeness
0.952
0.948
0.770
0.866
0.778
0.000
F1
0.885
0.937
0.801
0.872
0.835
-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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8340
0.1419
0.0167
0.0027
0.0047
0.0000
building
0.0544
0.9329
0.0094
0.0016
0.0016
0.0000
low_veg
0.1814
0.1006
0.4759
0.2402
0.0019
0.0000
tree
0.0391
0.0239
0.1368
0.7990
0.0011
0.0000
car
0.3875
0.0395
0.0099
0.0008
0.5623
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.841
0.917
0.557
0.755
0.770
--
Recall/Completeness
0.834
0.933
0.476
0.799
0.562
--
F1
0.837
0.925
0.513
0.777
0.650
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8794
0.1054
0.0118
0.0007
0.0027
0.0000
building
0.0486
0.9409
0.0081
0.0007
0.0017
0.0000
low_veg
0.1648
0.0636
0.5035
0.2664
0.0017
0.0000
tree
0.0172
0.0127
0.1224
0.8472
0.0005
0.0000
car
0.3073
0.0199
0.0064
0.0004
0.6661
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.864
0.943
0.591
0.779
0.798
--
Recall/Completeness
0.879
0.941
0.504
0.847
0.666
--
F1
0.872
0.942
0.544
0.811
0.726
--

Overall accuracy 0.897

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
0.8479
0.0904
0.0478
0.0089
0.0051
0.0000
building
0.0534
0.9169
0.0259
0.0031
0.0007
0.0000
low_veg
0.0452
0.0389
0.7971
0.1183
0.0005
0.0000
tree
0.0069
0.0098
0.0888
0.8944
0.0001
0.0000
car
0.3106
0.0381
0.0195
0.0012
0.6307
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.880
0.908
0.646
0.942
0.866
--
Recall/Completeness
0.848
0.917
0.797
0.894
0.631
--
F1
0.864
0.913
0.714
0.917
0.730
--

Overall accuracy 0.875

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
0.8989
0.0650
0.0313
0.0027
0.0021
0.0000
building
0.0481
0.9314
0.0191
0.0010
0.0005
0.0000
low_veg
0.0403
0.0211
0.8362
0.1020
0.0004
0.0000
tree
0.0021
0.0054
0.0688
0.9236
0.0001
0.0000
car
0.2147
0.0232
0.0094
0.0001
0.7526
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.904
0.941
0.700
0.962
0.926
--
Recall/Completeness
0.899
0.931
0.836
0.924
0.753
--
F1
0.902
0.936
0.762
0.942
0.830
--

Overall accuracy 0.909

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
0.8473
0.0642
0.0787
0.0058
0.0041
0.0000
building
0.0332
0.9463
0.0160
0.0033
0.0012
0.0000
low_veg
0.0575
0.0220
0.8644
0.0553
0.0007
0.0000
tree
0.0119
0.0158
0.1223
0.8501
0.0000
0.0000
car
0.3268
0.0391
0.0312
0.0042
0.5987
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.907
0.883
0.745
0.938
0.855
--
Recall/Completeness
0.847
0.946
0.864
0.850
0.599
--
F1
0.876
0.914
0.800
0.892
0.704
--

Overall accuracy 0.870

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
0.8861
0.0521
0.0587
0.0011
0.0020
0.0000
building
0.0265
0.9614
0.0097
0.0013
0.0011
0.0000
low_veg
0.0472
0.0118
0.8933
0.0471
0.0006
0.0000
tree
0.0048
0.0091
0.0900
0.8961
0.0000
0.0000
car
0.2298
0.0316
0.0175
0.0024
0.7188
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.934
0.916
0.803
0.956
0.901
--
Recall/Completeness
0.886
0.961
0.893
0.896
0.719
--
F1
0.909
0.938
0.846
0.925
0.800
--

Overall accuracy 0.906

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
0.8069
0.1054
0.0710
0.0134
0.0033
0.0000
building
0.0216
0.9447
0.0235
0.0097
0.0006
0.0000
low_veg
0.0674
0.0557
0.7496
0.1262
0.0011
0.0000
tree
0.0079
0.0113
0.1220
0.8588
0.0000
0.0000
car
0.2684
0.0596
0.0385
0.0026
0.6308
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.937
0.811
0.696
0.857
0.740
--
Recall/Completeness
0.807
0.945
0.750
0.859
0.631
--
F1
0.867
0.873
0.722
0.858
0.681
--

Overall accuracy 0.839

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
0.8506
0.0860
0.0561
0.0049
0.0024
0.0000
building
0.0182
0.9573
0.0172
0.0068
0.0005
0.0000
low_veg
0.0676
0.0401
0.7894
0.1017
0.0013
0.0000
tree
0.0042
0.0061
0.0881
0.9016
0.0000
0.0000
car
0.1844
0.0384
0.0273
0.0003
0.7496
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.949
0.848
0.754
0.897
0.761
--
Recall/Completeness
0.851
0.957
0.789
0.902
0.750
--
F1
0.897
0.900
0.771
0.899
0.755
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8391
0.0447
0.0841
0.0280
0.0040
0.0000
building
0.1339
0.8435
0.0163
0.0059
0.0005
0.0000
low_veg
0.0425
0.0428
0.7734
0.1398
0.0014
0.0000
tree
0.0078
0.0100
0.1307
0.8513
0.0002
0.0000
car
0.2291
0.0739
0.0141
0.0061
0.6769
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.740
0.876
0.779
0.873
0.751
--
Recall/Completeness
0.839
0.843
0.773
0.851
0.677
--
F1
0.786
0.859
0.776
0.862
0.712
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8776
0.0389
0.0668
0.0152
0.0015
0.0000
building
0.1389
0.8507
0.0082
0.0018
0.0004
0.0000
low_veg
0.0413
0.0297
0.8100
0.1176
0.0014
0.0000
tree
0.0041
0.0052
0.1093
0.8812
0.0002
0.0000
car
0.1305
0.0849
0.0071
0.0022
0.7754
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.755
0.911
0.816
0.901
0.796
--
Recall/Completeness
0.878
0.851
0.810
0.881
0.775
--
F1
0.812
0.880
0.813
0.891
0.786
--

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_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8245
0.0317
0.1123
0.0270
0.0045
0.0000
building
0.0379
0.9258
0.0298
0.0057
0.0009
0.0000
low_veg
0.0843
0.0521
0.7215
0.1406
0.0015
0.0000
tree
0.0252
0.0135
0.1522
0.8090
0.0001
0.0000
car
0.1916
0.0057
0.0021
0.0114
0.7891
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.836
0.866
0.691
0.863
0.565
--
Recall/Completeness
0.824
0.926
0.722
0.809
0.789
--
F1
0.830
0.895
0.706
0.835
0.659
--

Overall accuracy 0.811

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
0.8486
0.0254
0.1042
0.0180
0.0038
0.0000
building
0.0314
0.9466
0.0191
0.0020
0.0009
0.0000
low_veg
0.0802
0.0365
0.7523
0.1294
0.0016
0.0000
tree
0.0182
0.0078
0.1370
0.8370
0.0001
0.0000
car
0.0735
0.0046
0.0009
0.0084
0.9127
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.862
0.903
0.717
0.885
0.550
--
Recall/Completeness
0.849
0.947
0.752
0.837
0.913
--
F1
0.855
0.925
0.734
0.860
0.686
--

Overall accuracy 0.838

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
0.7753
0.0521
0.1264
0.0430
0.0032
0.0000
building
0.0404
0.9118
0.0364
0.0106
0.0008
0.0000
low_veg
0.0207
0.0261
0.8267
0.1250
0.0015
0.0000
tree
0.0177
0.0096
0.1314
0.8412
0.0002
0.0000
car
0.1641
0.0460
0.0277
0.0168
0.7454
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.856
0.893
0.767
0.871
0.593
--
Recall/Completeness
0.775
0.912
0.827
0.841
0.745
--
F1
0.814
0.902
0.796
0.856
0.660
--

Overall accuracy 0.839

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
0.8178
0.0444
0.1112
0.0246
0.0019
0.0000
building
0.0382
0.9304
0.0267
0.0040
0.0007
0.0000
low_veg
0.0182
0.0171
0.8511
0.1121
0.0015
0.0000
tree
0.0119
0.0048
0.1150
0.8681
0.0002
0.0000
car
0.0772
0.0238
0.0091
0.0061
0.8839
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.880
0.925
0.798
0.894
0.606
--
Recall/Completeness
0.818
0.930
0.851
0.868
0.884
--
F1
0.848
0.927
0.824
0.881
0.719
--

Overall accuracy 0.867

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
0.7584
0.1097
0.0956
0.0324
0.0039
0.0000
building
0.0135
0.9430
0.0358
0.0070
0.0006
0.0000
low_veg
0.0388
0.0428
0.7833
0.1345
0.0005
0.0000
tree
0.0035
0.0079
0.0687
0.9199
0.0001
0.0000
car
0.1598
0.0842
0.0345
0.0130
0.7085
0.0000
clutter
0.1594
0.7428
0.0973
0.0004
0.0001
0.0000
Precision/Correctness
0.905
0.740
0.730
0.918
0.742
-nan
Recall/Completeness
0.758
0.943
0.783
0.920
0.708
0.000
F1
0.825
0.830
0.756
0.919
0.725
-nan

Overall accuracy 0.839

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
0.7964
0.0988
0.0856
0.0170
0.0022
0.0000
building
0.0116
0.9547
0.0307
0.0023
0.0007
0.0000
low_veg
0.0350
0.0283
0.8274
0.1089
0.0005
0.0000
tree
0.0012
0.0051
0.0514
0.9423
0.0000
0.0000
car
0.0973
0.0745
0.0194
0.0027
0.8060
0.0000
clutter
0.1490
0.7597
0.0911
0.0001
0.0001
0.0000
Precision/Correctness
0.923
0.765
0.767
0.943
0.782
-nan
Recall/Completeness
0.796
0.955
0.827
0.942
0.806
0.000
F1
0.855
0.849
0.796
0.943
0.794
-nan

Overall accuracy 0.867

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
0.8606
0.0356
0.0684
0.0284
0.0069
0.0000
building
0.0679
0.9069
0.0188
0.0055
0.0009
0.0000
low_veg
0.0791
0.0518
0.7415
0.1265
0.0010
0.0000
tree
0.0112
0.0069
0.0920
0.8899
0.0000
0.0000
car
0.3394
0.0190
0.0322
0.0143
0.5951
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.887
0.870
0.742
0.878
0.717
--
Recall/Completeness
0.861
0.907
0.742
0.890
0.595
--
F1
0.874
0.888
0.742
0.884
0.650
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9024
0.0252
0.0537
0.0141
0.0047
0.0000
building
0.0641
0.9215
0.0111
0.0024
0.0008
0.0000
low_veg
0.0787
0.0355
0.7851
0.0997
0.0009
0.0000
tree
0.0042
0.0032
0.0667
0.9259
0.0000
0.0000
car
0.2541
0.0177
0.0182
0.0056
0.7043
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.906
0.912
0.798
0.915
0.757
--
Recall/Completeness
0.902
0.922
0.785
0.926
0.704
--
F1
0.904
0.917
0.792
0.921
0.730
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7853
0.0671
0.1139
0.0266
0.0072
0.0000
building
0.0649
0.8811
0.0395
0.0135
0.0011
0.0000
low_veg
0.0247
0.0267
0.8813
0.0670
0.0003
0.0000
tree
0.0132
0.0148
0.1743
0.7976
0.0001
0.0000
car
0.2483
0.0269
0.0165
0.0027
0.7056
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.811
0.871
0.841
0.856
0.655
--
Recall/Completeness
0.785
0.881
0.881
0.798
0.706
--
F1
0.798
0.876
0.861
0.826
0.679
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8226
0.0539
0.1007
0.0175
0.0054
0.0000
building
0.0619
0.8934
0.0322
0.0114
0.0011
0.0000
low_veg
0.0218
0.0206
0.9002
0.0570
0.0003
0.0000
tree
0.0085
0.0110
0.1491
0.8314
0.0001
0.0000
car
0.1568
0.0111
0.0057
0.0004
0.8260
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.834
0.899
0.867
0.879
0.663
--
Recall/Completeness
0.823
0.893
0.900
0.831
0.826
--
F1
0.828
0.896
0.883
0.855
0.736
--

Overall accuracy 0.871

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9061
0.0471
0.0326
0.0045
0.0097
0.0000
building
0.0850
0.8889
0.0224
0.0028
0.0009
0.0000
low_veg
0.0787
0.0395
0.7437
0.1376
0.0006
0.0000
tree
0.0084
0.0195
0.0789
0.8930
0.0001
0.0000
car
0.3405
0.0250
0.0167
0.0044
0.6135
0.0000
clutter
0.5165
0.2597
0.1776
0.0011
0.0450
0.0000
Precision/Correctness
0.832
0.922
0.843
0.752
0.846
-nan
Recall/Completeness
0.906
0.889
0.744
0.893
0.614
0.000
F1
0.868
0.905
0.790
0.817
0.711
-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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9429
0.0319
0.0199
0.0015
0.0038
0.0000
building
0.0775
0.9044
0.0162
0.0011
0.0009
0.0000
low_veg
0.0689
0.0236
0.7791
0.1282
0.0003
0.0000
tree
0.0034
0.0141
0.0514
0.9311
0.0000
0.0000
car
0.2471
0.0164
0.0119
0.0028
0.7218
0.0000
clutter
0.5115
0.2698
0.1557
0.0002
0.0628
0.0000
Precision/Correctness
0.860
0.951
0.892
0.783
0.913
-nan
Recall/Completeness
0.943
0.904
0.779
0.931
0.722
0.000
F1
0.900
0.927
0.832
0.851
0.806
-nan

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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9147
0.0380
0.0326
0.0105
0.0042
0.0000
building
0.0381
0.9486
0.0072
0.0053
0.0007
0.0000
low_veg
0.0412
0.0446
0.6759
0.2377
0.0005
0.0000
tree
0.0025
0.0406
0.0436
0.9133
0.0000
0.0000
car
0.2948
0.0421
0.0178
0.0093
0.6361
0.0000
clutter
0.5970
0.3208
0.0402
0.0051
0.0369
0.0000
Precision/Correctness
0.910
0.874
0.820
0.707
0.730
-nan
Recall/Completeness
0.915
0.949
0.676
0.913
0.636
0.000
F1
0.912
0.910
0.741
0.797
0.680
-nan

Overall accuracy 0.857

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9443
0.0269
0.0213
0.0048
0.0028
0.0000
building
0.0354
0.9578
0.0034
0.0027
0.0007
0.0000
low_veg
0.0274
0.0253
0.7199
0.2270
0.0004
0.0000
tree
0.0008
0.0391
0.0303
0.9298
0.0000
0.0000
car
0.2066
0.0313
0.0117
0.0066
0.7438
0.0000
clutter
0.5924
0.3331
0.0307
0.0018
0.0420
0.0000
Precision/Correctness
0.927
0.904
0.873
0.744
0.746
-nan
Recall/Completeness
0.944
0.958
0.720
0.930
0.744
0.000
F1
0.936
0.930
0.789
0.827
0.745
-nan

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9344
0.0353
0.0211
0.0031
0.0062
0.0000
building
0.0498
0.9355
0.0092
0.0022
0.0033
0.0000
low_veg
0.0536
0.0094
0.9058
0.0307
0.0005
0.0000
tree
0.0165
0.0102
0.1268
0.8463
0.0002
0.0000
car
0.2830
0.1496
0.0175
0.0060
0.5439
0.0000
clutter
0.5270
0.3363
0.0623
0.0126
0.0619
0.0000
Precision/Correctness
0.876
0.887
0.829
0.932
0.781
-nan
Recall/Completeness
0.934
0.935
0.906
0.846
0.544
0.000
F1
0.904
0.911
0.866
0.887
0.641
-nan

Overall accuracy 0.875

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
0.9590
0.0241
0.0139
0.0005
0.0025
0.0000
building
0.0450
0.9463
0.0051
0.0005
0.0031
0.0000
low_veg
0.0359
0.0051
0.9346
0.0243
0.0001
0.0000
tree
0.0051
0.0038
0.0949
0.8962
0.0000
0.0000
car
0.2276
0.1446
0.0088
0.0016
0.6174
0.0000
clutter
0.4923
0.3680
0.0643
0.0057
0.0697
0.0000
Precision/Correctness
0.902
0.914
0.878
0.959
0.817
-nan
Recall/Completeness
0.959
0.946
0.935
0.896
0.617
0.000
F1
0.930
0.930
0.905
0.927
0.703
-nan

Overall accuracy 0.906

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
0.9637
0.0207
0.0129
0.0012
0.0015
0.0000
building
0.0423
0.8755
0.0714
0.0070
0.0038
0.0000
low_veg
0.0717
0.0321
0.6970
0.1979
0.0013
0.0000
tree
0.0293
0.0186
0.1996
0.7524
0.0002
0.0000
car
0.3776
0.0147
0.0109
0.0019
0.5948
0.0000
clutter
0.7127
0.2008
0.0121
0.0002
0.0742
0.0000
Precision/Correctness
0.842
0.907
0.694
0.705
0.565
-nan
Recall/Completeness
0.964
0.876
0.697
0.752
0.595
0.000
F1
0.899
0.891
0.695
0.728
0.579
-nan

Overall accuracy 0.818

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9818
0.0123
0.0053
0.0002
0.0005
0.0000
building
0.0363
0.8847
0.0700
0.0055
0.0035
0.0000
low_veg
0.0440
0.0240
0.7162
0.2146
0.0012
0.0000
tree
0.0128
0.0102
0.1738
0.8031
0.0001
0.0000
car
0.2701
0.0060
0.0083
0.0003
0.7152
0.0000
clutter
0.6952
0.2093
0.0113
0.0001
0.0841
0.0000
Precision/Correctness
0.870
0.930
0.723
0.706
0.557
-nan
Recall/Completeness
0.982
0.885
0.716
0.803
0.715
0.000
F1
0.923
0.907
0.720
0.752
0.626
-nan

Overall accuracy 0.842

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
0.8602
0.0305
0.0963
0.0109
0.0021
0.0000
building
0.1356
0.8311
0.0288
0.0034
0.0011
0.0000
low_veg
0.0439
0.0165
0.7757
0.1637
0.0002
0.0000
tree
0.0165
0.0071
0.1966
0.7798
0.0001
0.0000
car
0.3720
0.0308
0.0129
0.0083
0.5760
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.801
0.942
0.712
0.805
0.828
--
Recall/Completeness
0.860
0.831
0.776
0.780
0.576
--
F1
0.829
0.883
0.742
0.792
0.679
--

Overall accuracy 0.811

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
0.9200
0.0226
0.0542
0.0024
0.0009
0.0000
building
0.1220
0.8602
0.0160
0.0006
0.0011
0.0000
low_veg
0.0341
0.0084
0.7975
0.1597
0.0002
0.0000
tree
0.0063
0.0035
0.1459
0.8443
0.0000
0.0000
car
0.2670
0.0296
0.0072
0.0013
0.6949
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.832
0.966
0.792
0.829
0.877
--
Recall/Completeness
0.920
0.860
0.798
0.844
0.695
--
F1
0.874
0.910
0.795
0.836
0.775
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8888
0.0249
0.0732
0.0093
0.0038
0.0000
building
0.0555
0.8763
0.0619
0.0045
0.0019
0.0000
low_veg
0.0437
0.0210
0.8582
0.0766
0.0005
0.0000
tree
0.0116
0.0076
0.1739
0.8069
0.0001
0.0000
car
0.3049
0.0305
0.0542
0.0104
0.5999
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.939
0.775
0.862
0.776
--
Recall/Completeness
0.889
0.876
0.858
0.807
0.600
--
F1
0.886
0.907
0.814
0.834
0.677
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9304
0.0183
0.0465
0.0026
0.0022
0.0000
building
0.0477
0.8990
0.0496
0.0019
0.0018
0.0000
low_veg
0.0344
0.0130
0.8879
0.0642
0.0005
0.0000
tree
0.0048
0.0046
0.1331
0.8574
0.0000
0.0000
car
0.2225
0.0167
0.0391
0.0041
0.7176
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.910
0.961
0.828
0.896
0.810
--
Recall/Completeness
0.930
0.899
0.888
0.857
0.718
--
F1
0.920
0.929
0.857
0.876
0.761
--

Overall accuracy 0.895

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image