Detailled semantic labeling (2D) result


Name L. Fishgold
Affiliation Azavea.com, US
Abbreviation AZ1
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
0.883
0.053
0.040
0.016
0.007
0.000
building
0.055
0.910
0.028
0.006
0.001
0.000
low_veg
0.069
0.030
0.697
0.203
0.000
0.000
tree
0.025
0.006
0.068
0.901
0.000
0.000
car
0.266
0.033
0.016
0.004
0.681
0.000
clutter
0.454
0.300
0.031
0.007
0.067
0.141
Precision/Correctness
0.853
0.902
0.814
0.803
0.760
0.871
Recall/Completeness
0.883
0.910
0.697
0.901
0.681
0.141
F1
0.868
0.906
0.751
0.849
0.718
0.243

Overall accuracy 0.845

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
0.907
0.046
0.034
0.008
0.004
0.000
building
0.048
0.925
0.023
0.003
0.000
0.000
low_veg
0.054
0.021
0.734
0.191
0.000
0.000
tree
0.012
0.002
0.054
0.931
0.000
0.000
car
0.181
0.033
0.016
0.001
0.767
0.000
clutter
0.425
0.316
0.031
0.002
0.069
0.158
Precision/Correctness
0.885
0.923
0.846
0.829
0.798
0.886
Recall/Completeness
0.907
0.925
0.734
0.931
0.767
0.158
F1
0.896
0.924
0.786
0.877
0.782
0.267

Overall accuracy 0.873
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9422
0.0255
0.0087
0.0113
0.0124
0.0000
building
0.0443
0.9305
0.0204
0.0043
0.0003
0.0000
low_veg
0.1120
0.0260
0.6543
0.2074
0.0003
0.0000
tree
0.0375
0.0041
0.0740
0.8829
0.0004
0.0011
car
0.2158
0.0090
0.0000
0.0006
0.7745
0.0000
clutter
0.0796
0.0000
0.0000
0.0225
0.0000
0.8978
Precision/Correctness
0.820
0.939
0.864
0.799
0.783
0.983
Recall/Completeness
0.942
0.931
0.654
0.883
0.774
0.898
F1
0.877
0.935
0.745
0.839
0.779
0.939

Overall accuracy 0.852

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
0.9633
0.0211
0.0034
0.0032
0.0090
0.0000
building
0.0379
0.9469
0.0134
0.0014
0.0003
0.0000
low_veg
0.0914
0.0160
0.6898
0.2027
0.0001
0.0000
tree
0.0214
0.0013
0.0627
0.9141
0.0001
0.0005
car
0.1127
0.0078
0.0000
0.0000
0.8794
0.0000
clutter
0.0819
0.0000
0.0000
0.0084
0.0000
0.9097
Precision/Correctness
0.858
0.960
0.894
0.821
0.817
0.993
Recall/Completeness
0.963
0.947
0.690
0.914
0.879
0.910
F1
0.908
0.953
0.779
0.865
0.847
0.949

Overall accuracy 0.880

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
0.8873
0.0915
0.0062
0.0063
0.0086
0.0002
building
0.0568
0.9351
0.0045
0.0019
0.0006
0.0011
low_veg
0.2120
0.1011
0.3532
0.3318
0.0018
0.0000
tree
0.0599
0.0236
0.0311
0.8851
0.0003
0.0000
car
0.2971
0.0583
0.0000
0.0035
0.6411
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.842
0.941
0.730
0.705
0.759
--
Recall/Completeness
0.887
0.935
0.353
0.885
0.641
--
F1
0.864
0.938
0.476
0.785
0.695
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9175
0.0678
0.0051
0.0035
0.0060
0.0001
building
0.0456
0.9480
0.0040
0.0008
0.0005
0.0012
low_veg
0.1835
0.0636
0.3893
0.3626
0.0010
0.0000
tree
0.0324
0.0099
0.0267
0.9311
0.0000
0.0000
car
0.2144
0.0492
0.0000
0.0015
0.7349
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.873
0.961
0.755
0.732
0.798
--
Recall/Completeness
0.918
0.948
0.389
0.931
0.735
--
F1
0.895
0.954
0.514
0.820
0.765
--

Overall accuracy 0.913

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
0.8730
0.0789
0.0307
0.0093
0.0081
0.0000
building
0.0462
0.9364
0.0104
0.0054
0.0002
0.0014
low_veg
0.1092
0.0539
0.5701
0.2657
0.0011
0.0000
tree
0.0186
0.0050
0.0309
0.9452
0.0002
0.0000
car
0.3139
0.0315
0.0058
0.0015
0.6466
0.0007
clutter
--
--
--
--
--
--
Precision/Correctness
0.856
0.918
0.750
0.893
0.821
--
Recall/Completeness
0.873
0.936
0.570
0.945
0.647
--
F1
0.864
0.927
0.648
0.919
0.724
--

Overall accuracy 0.879

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
0.9074
0.0615
0.0241
0.0027
0.0043
0.0000
building
0.0401
0.9490
0.0070
0.0023
0.0000
0.0015
low_veg
0.0918
0.0388
0.6211
0.2477
0.0006
0.0000
tree
0.0068
0.0019
0.0238
0.9674
0.0001
0.0000
car
0.2401
0.0227
0.0071
0.0001
0.7293
0.0006
clutter
--
--
--
--
--
--
Precision/Correctness
0.891
0.942
0.795
0.918
0.885
--
Recall/Completeness
0.907
0.949
0.621
0.967
0.729
--
F1
0.899
0.946
0.697
0.942
0.800
--

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
0.8832
0.0363
0.0669
0.0095
0.0038
0.0003
building
0.0429
0.9289
0.0233
0.0048
0.0001
0.0000
low_veg
0.0793
0.0169
0.8045
0.0989
0.0004
0.0000
tree
0.0297
0.0062
0.0617
0.9021
0.0002
0.0000
car
0.3306
0.0147
0.0095
0.0033
0.6419
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.879
0.929
0.793
0.901
0.890
--
Recall/Completeness
0.883
0.929
0.804
0.902
0.642
--
F1
0.881
0.929
0.799
0.902
0.746
--

Overall accuracy 0.879

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
0.9074
0.0295
0.0586
0.0027
0.0016
0.0002
building
0.0338
0.9485
0.0161
0.0016
0.0001
0.0000
low_veg
0.0592
0.0090
0.8430
0.0887
0.0001
0.0000
tree
0.0126
0.0028
0.0449
0.9396
0.0001
0.0000
car
0.2452
0.0123
0.0063
0.0017
0.7345
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.917
0.951
0.832
0.924
0.945
--
Recall/Completeness
0.907
0.948
0.843
0.940
0.734
--
F1
0.912
0.950
0.838
0.932
0.826
--

Overall accuracy 0.910

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
0.7840
0.1375
0.0558
0.0179
0.0048
0.0000
building
0.0367
0.9340
0.0163
0.0125
0.0006
0.0000
low_veg
0.0746
0.0290
0.6774
0.2189
0.0002
0.0000
tree
0.0192
0.0079
0.0675
0.9054
0.0000
0.0000
car
0.2663
0.0021
0.0058
0.0019
0.7237
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.914
0.791
0.755
0.794
0.721
--
Recall/Completeness
0.784
0.934
0.677
0.905
0.724
--
F1
0.844
0.857
0.714
0.846
0.722
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8089
0.1313
0.0486
0.0078
0.0034
0.0000
building
0.0320
0.9470
0.0116
0.0090
0.0004
0.0000
low_veg
0.0699
0.0164
0.7217
0.1919
0.0001
0.0000
tree
0.0077
0.0038
0.0528
0.9358
0.0000
0.0000
car
0.1811
0.0010
0.0044
0.0001
0.8134
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.934
0.809
0.792
0.833
0.749
--
Recall/Completeness
0.809
0.947
0.722
0.936
0.813
--
F1
0.867
0.873
0.755
0.881
0.780
--

Overall accuracy 0.853

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
0.8526
0.0394
0.0699
0.0340
0.0042
0.0000
building
0.1564
0.8101
0.0215
0.0112
0.0007
0.0000
low_veg
0.0336
0.0182
0.6606
0.2875
0.0001
0.0000
tree
0.0103
0.0051
0.0515
0.9330
0.0000
0.0000
car
0.2536
0.0000
0.0000
0.0018
0.7446
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.730
0.924
0.853
0.793
0.830
--
Recall/Completeness
0.853
0.810
0.661
0.933
0.745
--
F1
0.787
0.863
0.744
0.857
0.785
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8775
0.0364
0.0658
0.0183
0.0020
0.0000
building
0.1642
0.8154
0.0163
0.0034
0.0007
0.0000
low_veg
0.0293
0.0097
0.6972
0.2637
0.0001
0.0000
tree
0.0046
0.0019
0.0393
0.9541
0.0000
0.0000
car
0.1270
0.0000
0.0000
0.0000
0.8730
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.747
0.948
0.879
0.820
0.879
--
Recall/Completeness
0.878
0.815
0.697
0.954
0.873
--
F1
0.807
0.877
0.778
0.882
0.876
--

Overall accuracy 0.843

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
0.8067
0.0367
0.1125
0.0390
0.0043
0.0007
building
0.0173
0.9503
0.0218
0.0099
0.0000
0.0007
low_veg
0.0727
0.0464
0.6700
0.2107
0.0002
0.0000
tree
0.0238
0.0112
0.0787
0.8862
0.0000
0.0001
car
0.1315
0.0000
0.0000
0.0077
0.8608
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.861
0.875
0.753
0.822
0.688
--
Recall/Completeness
0.807
0.950
0.670
0.886
0.861
--
F1
0.833
0.911
0.709
0.853
0.765
--

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_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8232
0.0328
0.1120
0.0279
0.0034
0.0007
building
0.0130
0.9687
0.0133
0.0044
0.0000
0.0006
low_veg
0.0664
0.0334
0.7024
0.1977
0.0001
0.0000
tree
0.0163
0.0052
0.0682
0.9103
0.0000
0.0001
car
0.0312
0.0000
0.0000
0.0035
0.9653
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.888
0.905
0.772
0.845
0.701
--
Recall/Completeness
0.823
0.969
0.702
0.910
0.965
--
F1
0.854
0.936
0.736
0.876
0.812
--

Overall accuracy 0.848

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
0.7822
0.0321
0.1269
0.0568
0.0021
0.0000
building
0.0312
0.8769
0.0731
0.0188
0.0000
0.0000
low_veg
0.0131
0.0141
0.7637
0.2069
0.0000
0.0022
tree
0.0231
0.0034
0.0602
0.9132
0.0000
0.0000
car
0.1646
0.0014
0.1076
0.0293
0.6956
0.0015
clutter
--
--
--
--
--
--
Precision/Correctness
0.869
0.937
0.805
0.820
0.823
--
Recall/Completeness
0.782
0.877
0.764
0.913
0.696
--
F1
0.823
0.906
0.784
0.864
0.754
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8153
0.0284
0.1195
0.0361
0.0008
0.0000
building
0.0278
0.9006
0.0650
0.0066
0.0000
0.0000
low_veg
0.0094
0.0090
0.7895
0.1897
0.0000
0.0023
tree
0.0157
0.0012
0.0483
0.9348
0.0000
0.0000
car
0.0912
0.0000
0.1050
0.0180
0.7838
0.0019
clutter
--
--
--
--
--
--
Precision/Correctness
0.900
0.956
0.831
0.845
0.909
--
Recall/Completeness
0.815
0.901
0.790
0.935
0.784
--
F1
0.856
0.928
0.810
0.888
0.842
--

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
0.8551
0.0558
0.0280
0.0552
0.0059
0.0000
building
0.0085
0.9605
0.0214
0.0097
0.0000
0.0000
low_veg
0.0531
0.0239
0.6603
0.2627
0.0000
0.0000
tree
0.0080
0.0019
0.0284
0.9616
0.0001
0.0000
car
0.2178
0.0000
0.0510
0.0110
0.7202
0.0000
clutter
0.0008
0.9954
0.0019
0.0019
0.0000
0.0000
Precision/Correctness
0.916
0.783
0.859
0.861
0.710
-nan
Recall/Completeness
0.855
0.960
0.660
0.962
0.720
0.000
F1
0.884
0.863
0.746
0.909
0.715
-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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8858
0.0484
0.0253
0.0364
0.0041
0.0000
building
0.0067
0.9735
0.0167
0.0031
0.0000
0.0000
low_veg
0.0463
0.0128
0.7083
0.2326
0.0000
0.0000
tree
0.0030
0.0004
0.0210
0.9756
0.0000
0.0000
car
0.1760
0.0000
0.0455
0.0035
0.7750
0.0000
clutter
0.0000
0.9993
0.0005
0.0001
0.0000
0.0000
Precision/Correctness
0.940
0.800
0.886
0.889
0.735
-nan
Recall/Completeness
0.886
0.974
0.708
0.976
0.775
0.000
F1
0.912
0.878
0.787
0.930
0.755
-nan

Overall accuracy 0.880

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
0.9032
0.0270
0.0335
0.0315
0.0048
0.0000
building
0.0445
0.9342
0.0134
0.0078
0.0001
0.0000
low_veg
0.0955
0.0427
0.6372
0.2246
0.0001
0.0000
tree
0.0259
0.0038
0.0346
0.9354
0.0003
0.0000
car
0.3229
0.0036
0.0234
0.0054
0.6447
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.901
0.847
0.826
0.810
--
Recall/Completeness
0.903
0.934
0.637
0.935
0.645
--
F1
0.893
0.917
0.727
0.877
0.718
--

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9320
0.0203
0.0290
0.0161
0.0025
0.0000
building
0.0379
0.9515
0.0073
0.0034
0.0000
0.0000
low_veg
0.0896
0.0320
0.6852
0.1932
0.0000
0.0000
tree
0.0113
0.0011
0.0245
0.9630
0.0001
0.0000
car
0.2351
0.0025
0.0243
0.0018
0.7362
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.911
0.929
0.882
0.864
0.875
--
Recall/Completeness
0.932
0.951
0.685
0.963
0.736
--
F1
0.921
0.940
0.771
0.911
0.800
--

Overall accuracy 0.895

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
0.7867
0.0387
0.1244
0.0451
0.0036
0.0016
building
0.0528
0.9023
0.0319
0.0130
0.0000
0.0000
low_veg
0.0238
0.0186
0.8334
0.1242
0.0000
0.0000
tree
0.0165
0.0066
0.1013
0.8754
0.0000
0.0002
car
0.3376
0.0000
0.0007
0.0012
0.6604
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.820
0.919
0.873
0.787
0.827
--
Recall/Completeness
0.787
0.902
0.833
0.875
0.660
--
F1
0.803
0.911
0.853
0.829
0.734
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8187
0.0291
0.1164
0.0325
0.0019
0.0015
building
0.0505
0.9168
0.0242
0.0085
0.0000
0.0000
low_veg
0.0207
0.0142
0.8553
0.1098
0.0000
0.0000
tree
0.0107
0.0031
0.0835
0.9026
0.0000
0.0001
car
0.2479
0.0000
0.0000
0.0000
0.7521
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.844
0.942
0.895
0.812
0.882
--
Recall/Completeness
0.819
0.917
0.855
0.903
0.752
--
F1
0.831
0.929
0.874
0.855
0.812
--

Overall accuracy 0.873

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
0.9294
0.0428
0.0129
0.0053
0.0098
0.0000
building
0.0676
0.9095
0.0180
0.0046
0.0004
0.0000
low_veg
0.1281
0.0439
0.5983
0.2292
0.0005
0.0001
tree
0.0162
0.0058
0.0324
0.9452
0.0004
0.0000
car
0.2553
0.0175
0.0030
0.0044
0.7197
0.0001
clutter
0.5984
0.2842
0.0752
0.0035
0.0387
0.0000
Precision/Correctness
0.832
0.929
0.894
0.662
0.871
0.000
Recall/Completeness
0.929
0.909
0.598
0.945
0.720
0.000
F1
0.878
0.919
0.717
0.779
0.788
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9549
0.0319
0.0082
0.0017
0.0033
0.0000
building
0.0572
0.9256
0.0150
0.0020
0.0002
0.0000
low_veg
0.1086
0.0288
0.6423
0.2201
0.0001
0.0001
tree
0.0065
0.0021
0.0210
0.9702
0.0001
0.0000
car
0.1674
0.0145
0.0022
0.0030
0.8128
0.0001
clutter
0.5981
0.3082
0.0543
0.0011
0.0384
0.0000
Precision/Correctness
0.865
0.953
0.922
0.688
0.941
0.000
Recall/Completeness
0.955
0.926
0.642
0.970
0.813
0.000
F1
0.908
0.939
0.757
0.805
0.872
-nan

Overall accuracy 0.881

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
0.9262
0.0345
0.0216
0.0106
0.0071
0.0000
building
0.0281
0.9552
0.0103
0.0065
0.0000
0.0000
low_veg
0.0970
0.0246
0.5459
0.3310
0.0014
0.0001
tree
0.0077
0.0020
0.0276
0.9627
0.0000
0.0000
car
0.2756
0.0048
0.0000
0.0063
0.7133
0.0000
clutter
0.4611
0.4498
0.0037
0.0091
0.0763
0.0000
Precision/Correctness
0.907
0.891
0.843
0.655
0.636
0.012
Recall/Completeness
0.926
0.955
0.546
0.963
0.713
0.000
F1
0.917
0.922
0.663
0.779
0.672
0.000

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9459
0.0276
0.0169
0.0046
0.0050
0.0000
building
0.0221
0.9685
0.0063
0.0031
0.0000
0.0000
low_veg
0.0664
0.0114
0.5963
0.3247
0.0011
0.0001
tree
0.0026
0.0004
0.0200
0.9770
0.0000
0.0000
car
0.1921
0.0024
0.0000
0.0034
0.8021
0.0000
clutter
0.4356
0.4801
0.0019
0.0030
0.0794
0.0000
Precision/Correctness
0.933
0.911
0.879
0.687
0.648
0.000
Recall/Completeness
0.946
0.968
0.596
0.977
0.802
0.000
F1
0.939
0.939
0.710
0.807
0.717
-nan

Overall accuracy 0.880

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
0.9054
0.0648
0.0117
0.0042
0.0136
0.0002
building
0.0764
0.8926
0.0260
0.0030
0.0020
0.0001
low_veg
0.0646
0.0074
0.8548
0.0719
0.0004
0.0009
tree
0.0419
0.0030
0.0649
0.8874
0.0027
0.0000
car
0.2146
0.0800
0.0516
0.0024
0.6502
0.0013
clutter
0.5718
0.1744
0.1260
0.0079
0.1199
0.0000
Precision/Correctness
0.849
0.875
0.835
0.882
0.696
0.000
Recall/Completeness
0.905
0.893
0.855
0.887
0.650
0.000
F1
0.876
0.884
0.845
0.885
0.672
-nan

Overall accuracy 0.853

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
0.9181
0.0622
0.0099
0.0012
0.0085
0.0002
building
0.0679
0.9101
0.0203
0.0004
0.0013
0.0000
low_veg
0.0402
0.0043
0.8897
0.0648
0.0001
0.0009
tree
0.0152
0.0006
0.0502
0.9332
0.0008
0.0000
car
0.1503
0.0877
0.0525
0.0001
0.7080
0.0014
clutter
0.5441
0.1872
0.1385
0.0019
0.1283
0.0000
Precision/Correctness
0.881
0.888
0.864
0.908
0.727
0.000
Recall/Completeness
0.918
0.910
0.890
0.933
0.708
0.000
F1
0.899
0.899
0.877
0.920
0.717
-nan

Overall accuracy 0.879

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
0.9363
0.0584
0.0020
0.0009
0.0024
0.0000
building
0.1735
0.7078
0.1140
0.0018
0.0030
0.0000
low_veg
0.1109
0.0532
0.3710
0.4643
0.0006
0.0000
tree
0.0728
0.0161
0.1333
0.7778
0.0000
0.0000
car
0.3278
0.1533
0.0031
0.0009
0.5150
0.0000
clutter
0.8008
0.0981
0.0050
0.0001
0.0960
0.0000
Precision/Correctness
0.746
0.838
0.543
0.530
0.484
0.200
Recall/Completeness
0.936
0.708
0.371
0.778
0.515
0.000
F1
0.831
0.767
0.441
0.630
0.499
0.000

Overall accuracy 0.711

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
0.9429
0.0549
0.0008
0.0001
0.0012
0.0000
building
0.1666
0.7148
0.1152
0.0007
0.0027
0.0000
low_veg
0.0695
0.0460
0.3790
0.5051
0.0005
0.0000
tree
0.0374
0.0112
0.1246
0.8268
0.0000
0.0000
car
0.2434
0.1682
0.0006
0.0002
0.5876
0.0000
clutter
0.7938
0.0969
0.0055
0.0000
0.1037
0.0000
Precision/Correctness
0.773
0.858
0.544
0.525
0.472
0.231
Recall/Completeness
0.943
0.715
0.379
0.827
0.588
0.000
F1
0.850
0.780
0.447
0.642
0.523
0.000

Overall accuracy 0.726

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
0.8676
0.0508
0.0671
0.0121
0.0022
0.0002
building
0.0345
0.9332
0.0263
0.0057
0.0003
0.0000
low_veg
0.0672
0.0170
0.6973
0.2185
0.0000
0.0000
tree
0.0403
0.0055
0.1074
0.8463
0.0004
0.0000
car
0.3271
0.0071
0.0000
0.0042
0.6615
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.852
0.931
0.779
0.771
0.871
--
Recall/Completeness
0.868
0.933
0.697
0.846
0.662
--
F1
0.860
0.932
0.736
0.807
0.752
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9020
0.0442
0.0500
0.0023
0.0012
0.0003
building
0.0260
0.9569
0.0155
0.0013
0.0003
0.0000
low_veg
0.0480
0.0092
0.7280
0.2148
0.0000
0.0000
tree
0.0150
0.0015
0.0816
0.9018
0.0001
0.0000
car
0.2340
0.0048
0.0000
0.0003
0.7610
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.903
0.952
0.835
0.794
0.914
--
Recall/Completeness
0.902
0.957
0.728
0.902
0.761
--
F1
0.902
0.955
0.778
0.844
0.831
--

Overall accuracy 0.874

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
0.9030
0.0390
0.0427
0.0083
0.0069
0.0000
building
0.0238
0.9145
0.0569
0.0037
0.0012
0.0000
low_veg
0.0527
0.0410
0.7901
0.1156
0.0006
0.0000
tree
0.0316
0.0044
0.1391
0.8247
0.0002
0.0000
car
0.2576
0.0202
0.0398
0.0047
0.6777
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.892
0.910
0.806
0.819
0.735
--
Recall/Completeness
0.903
0.914
0.790
0.825
0.678
--
F1
0.897
0.912
0.798
0.822
0.705
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9255
0.0350
0.0321
0.0026
0.0047
0.0000
building
0.0172
0.9352
0.0457
0.0011
0.0009
0.0000
low_veg
0.0326
0.0377
0.8229
0.1065
0.0003
0.0000
tree
0.0135
0.0011
0.1140
0.8713
0.0000
0.0000
car
0.1627
0.0211
0.0380
0.0013
0.7769
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.935
0.924
0.842
0.845
0.780
--
Recall/Completeness
0.925
0.935
0.823
0.871
0.777
--
F1
0.930
0.930
0.832
0.858
0.778
--

Overall accuracy 0.889

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image