Detailled semantic labeling (2D) result


Name H. Li et al.
Affiliation Chinese Academy of Sciences, China
Abbreviation CAS_L1
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
0.866
0.068
0.042
0.019
0.005
0.000
building
0.068
0.895
0.030
0.006
0.001
0.000
low_veg
0.067
0.042
0.693
0.197
0.001
0.000
tree
0.023
0.006
0.100
0.871
0.000
0.000
car
0.367
0.036
0.013
0.005
0.579
0.000
clutter
0.445
0.353
0.015
0.008
0.029
0.150
Precision/Correctness
0.839
0.876
0.780
0.799
0.776
0.983
Recall/Completeness
0.866
0.895
0.693
0.871
0.579
0.150
F1
0.852
0.886
0.734
0.833
0.663
0.261

Overall accuracy 0.827

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
0.893
0.060
0.033
0.011
0.003
0.000
building
0.061
0.913
0.023
0.003
0.001
0.000
low_veg
0.053
0.033
0.727
0.185
0.001
0.000
tree
0.011
0.002
0.084
0.902
0.000
0.000
car
0.269
0.034
0.009
0.002
0.685
0.000
clutter
0.417
0.370
0.011
0.003
0.030
0.169
Precision/Correctness
0.872
0.898
0.817
0.826
0.813
0.990
Recall/Completeness
0.893
0.913
0.727
0.902
0.685
0.169
F1
0.882
0.905
0.770
0.862
0.743
0.288

Overall accuracy 0.857
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9219
0.0279
0.0269
0.0166
0.0067
0.0000
building
0.0589
0.9078
0.0263
0.0065
0.0005
0.0000
low_veg
0.0798
0.0356
0.6761
0.2083
0.0002
0.0000
tree
0.0294
0.0055
0.0864
0.8777
0.0002
0.0007
car
0.4148
0.0342
0.0014
0.0014
0.5481
0.0000
clutter
0.0157
0.0009
0.0000
0.0248
0.0000
0.9587
Precision/Correctness
0.831
0.922
0.829
0.791
0.821
0.991
Recall/Completeness
0.922
0.908
0.676
0.878
0.548
0.959
F1
0.874
0.915
0.745
0.832
0.657
0.974

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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9513
0.0209
0.0160
0.0071
0.0048
0.0000
building
0.0517
0.9276
0.0168
0.0034
0.0005
0.0000
low_veg
0.0624
0.0246
0.7098
0.2031
0.0002
0.0000
tree
0.0149
0.0027
0.0751
0.9070
0.0001
0.0002
car
0.3040
0.0333
0.0002
0.0002
0.6623
0.0000
clutter
0.0160
0.0009
0.0000
0.0080
0.0000
0.9751
Precision/Correctness
0.871
0.948
0.865
0.815
0.853
0.997
Recall/Completeness
0.951
0.928
0.710
0.907
0.662
0.975
F1
0.909
0.938
0.780
0.859
0.746
0.986

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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8756
0.1065
0.0097
0.0049
0.0032
0.0000
building
0.0840
0.9078
0.0051
0.0025
0.0006
0.0000
low_veg
0.2034
0.1029
0.4032
0.2885
0.0020
0.0000
tree
0.0545
0.0119
0.1083
0.8252
0.0002
0.0000
car
0.4475
0.0246
0.0003
0.0026
0.5249
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.796
0.933
0.622
0.716
0.846
--
Recall/Completeness
0.876
0.908
0.403
0.825
0.525
--
F1
0.834
0.920
0.489
0.767
0.648
--

Overall accuracy 0.865

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9058
0.0836
0.0070
0.0020
0.0016
0.0000
building
0.0718
0.9222
0.0042
0.0012
0.0006
0.0000
low_veg
0.1650
0.0747
0.4392
0.3199
0.0013
0.0000
tree
0.0252
0.0031
0.1017
0.8700
0.0000
0.0000
car
0.3520
0.0181
0.0000
0.0006
0.6292
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.827
0.952
0.656
0.744
0.888
--
Recall/Completeness
0.906
0.922
0.439
0.870
0.629
--
F1
0.865
0.937
0.526
0.802
0.737
--

Overall accuracy 0.892

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
0.8563
0.0803
0.0465
0.0131
0.0037
0.0000
building
0.0819
0.8904
0.0228
0.0035
0.0012
0.0001
low_veg
0.0815
0.0279
0.6619
0.2284
0.0003
0.0000
tree
0.0132
0.0030
0.0735
0.9103
0.0000
0.0000
car
0.4570
0.0700
0.0089
0.0021
0.4612
0.0008
clutter
--
--
--
--
--
--
Precision/Correctness
0.823
0.920
0.634
0.901
0.844
--
Recall/Completeness
0.856
0.890
0.662
0.910
0.461
--
F1
0.839
0.905
0.648
0.905
0.597
--

Overall accuracy 0.856

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
0.8945
0.0625
0.0353
0.0055
0.0022
0.0000
building
0.0729
0.9080
0.0169
0.0009
0.0012
0.0001
low_veg
0.0667
0.0152
0.7013
0.2167
0.0002
0.0000
tree
0.0039
0.0008
0.0596
0.9357
0.0000
0.0000
car
0.3633
0.0537
0.0073
0.0002
0.5743
0.0012
clutter
--
--
--
--
--
--
Precision/Correctness
0.857
0.946
0.678
0.924
0.877
--
Recall/Completeness
0.894
0.908
0.701
0.936
0.574
--
F1
0.875
0.926
0.689
0.930
0.694
--

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_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8599
0.0531
0.0666
0.0150
0.0053
0.0000
building
0.0701
0.9107
0.0139
0.0046
0.0007
0.0000
low_veg
0.0663
0.0259
0.7572
0.1499
0.0007
0.0000
tree
0.0281
0.0046
0.0862
0.8805
0.0006
0.0000
car
0.3593
0.0304
0.0289
0.0021
0.5793
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.865
0.900
0.767
0.856
0.823
--
Recall/Completeness
0.860
0.911
0.757
0.880
0.579
--
F1
0.863
0.905
0.762
0.868
0.680
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8878
0.0461
0.0566
0.0065
0.0029
0.0000
building
0.0588
0.9306
0.0077
0.0022
0.0007
0.0000
low_veg
0.0468
0.0179
0.7937
0.1412
0.0004
0.0000
tree
0.0126
0.0015
0.0682
0.9172
0.0006
0.0000
car
0.2669
0.0268
0.0177
0.0011
0.6875
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.904
0.923
0.810
0.880
0.870
--
Recall/Completeness
0.888
0.931
0.794
0.917
0.688
--
F1
0.896
0.927
0.802
0.898
0.768
--

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
0.7611
0.1666
0.0463
0.0217
0.0044
0.0000
building
0.0381
0.9301
0.0183
0.0122
0.0012
0.0000
low_veg
0.0833
0.0580
0.6297
0.2289
0.0001
0.0000
tree
0.0187
0.0082
0.1100
0.8630
0.0000
0.0000
car
0.2782
0.0658
0.0105
0.0022
0.6433
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.906
0.746
0.714
0.776
0.697
--
Recall/Completeness
0.761
0.930
0.630
0.863
0.643
--
F1
0.827
0.828
0.669
0.817
0.669
--

Overall accuracy 0.798

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
0.7909
0.1568
0.0374
0.0117
0.0032
0.0000
building
0.0311
0.9457
0.0134
0.0088
0.0011
0.0000
low_veg
0.0787
0.0451
0.6653
0.2108
0.0001
0.0000
tree
0.0085
0.0043
0.0864
0.9009
0.0000
0.0000
car
0.1910
0.0658
0.0039
0.0005
0.7388
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.928
0.768
0.763
0.810
0.720
--
Recall/Completeness
0.791
0.946
0.665
0.901
0.739
--
F1
0.854
0.847
0.711
0.853
0.729
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8645
0.0399
0.0546
0.0391
0.0018
0.0000
building
0.1281
0.8507
0.0136
0.0076
0.0000
0.0000
low_veg
0.0360
0.0426
0.6540
0.2673
0.0002
0.0000
tree
0.0092
0.0063
0.0843
0.9001
0.0000
0.0000
car
0.3388
0.0002
0.0088
0.0186
0.6335
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.754
0.889
0.820
0.797
0.910
--
Recall/Completeness
0.865
0.851
0.654
0.900
0.634
--
F1
0.806
0.869
0.728
0.846
0.747
--

Overall accuracy 0.813

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
0.8938
0.0361
0.0457
0.0238
0.0006
0.0000
building
0.1331
0.8580
0.0067
0.0022
0.0000
0.0000
low_veg
0.0324
0.0304
0.6925
0.2446
0.0001
0.0000
tree
0.0040
0.0024
0.0706
0.9230
0.0000
0.0000
car
0.1909
0.0000
0.0068
0.0118
0.7904
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.774
0.919
0.852
0.824
0.960
--
Recall/Completeness
0.894
0.858
0.692
0.923
0.790
--
F1
0.830
0.888
0.764
0.871
0.867
--

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_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7606
0.1188
0.0755
0.0395
0.0056
0.0000
building
0.0283
0.9413
0.0226
0.0077
0.0001
0.0000
low_veg
0.0816
0.0621
0.6379
0.2168
0.0014
0.0002
tree
0.0224
0.0132
0.1183
0.8462
0.0000
0.0000
car
0.2152
0.0000
0.0030
0.0064
0.7754
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.838
0.777
0.727
0.812
0.553
--
Recall/Completeness
0.761
0.941
0.638
0.846
0.775
--
F1
0.797
0.851
0.680
0.829
0.645
--

Overall accuracy 0.790

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
0.7793
0.1176
0.0698
0.0288
0.0045
0.0000
building
0.0239
0.9594
0.0134
0.0031
0.0001
0.0000
low_veg
0.0767
0.0462
0.6664
0.2090
0.0015
0.0002
tree
0.0145
0.0068
0.1064
0.8723
0.0000
0.0000
car
0.1173
0.0000
0.0012
0.0040
0.8775
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.865
0.802
0.752
0.833
0.544
--
Recall/Completeness
0.779
0.959
0.666
0.872
0.877
--
F1
0.820
0.874
0.707
0.852
0.672
--

Overall accuracy 0.814

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
0.7988
0.0494
0.0838
0.0647
0.0034
0.0000
building
0.0487
0.9012
0.0361
0.0129
0.0010
0.0000
low_veg
0.0304
0.0200
0.7483
0.2000
0.0013
0.0000
tree
0.0245
0.0050
0.0878
0.8827
0.0001
0.0000
car
0.1571
0.0149
0.0595
0.0203
0.7482
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.821
0.912
0.811
0.819
0.600
--
Recall/Completeness
0.799
0.901
0.748
0.883
0.748
--
F1
0.810
0.907
0.778
0.850
0.666
--

Overall accuracy 0.833

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8356
0.0433
0.0768
0.0425
0.0018
0.0000
building
0.0459
0.9216
0.0264
0.0051
0.0010
0.0000
low_veg
0.0257
0.0129
0.7765
0.1835
0.0014
0.0000
tree
0.0176
0.0021
0.0759
0.9043
0.0000
0.0000
car
0.0725
0.0087
0.0478
0.0095
0.8615
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.849
0.937
0.839
0.843
0.611
--
Recall/Completeness
0.836
0.922
0.776
0.904
0.862
--
F1
0.842
0.929
0.806
0.873
0.715
--

Overall accuracy 0.859

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


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

Tile top_mosaic_09cm_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8209
0.0737
0.0523
0.0497
0.0035
0.0000
building
0.0158
0.9489
0.0275
0.0072
0.0005
0.0000
low_veg
0.0486
0.0385
0.5786
0.3335
0.0008
0.0000
tree
0.0083
0.0016
0.0457
0.9444
0.0000
0.0000
car
0.2337
0.0456
0.0354
0.0120
0.6732
0.0000
clutter
0.1915
0.8021
0.0022
0.0041
0.0000
0.0000
Precision/Correctness
0.885
0.776
0.767
0.836
0.747
-nan
Recall/Completeness
0.821
0.949
0.579
0.944
0.673
0.000
F1
0.852
0.854
0.660
0.887
0.708
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8515
0.0667
0.0476
0.0319
0.0023
0.0000
building
0.0131
0.9615
0.0225
0.0023
0.0006
0.0000
low_veg
0.0414
0.0273
0.6181
0.3124
0.0009
0.0000
tree
0.0036
0.0003
0.0364
0.9597
0.0000
0.0000
car
0.1417
0.0312
0.0263
0.0041
0.7967
0.0000
clutter
0.1896
0.8072
0.0013
0.0019
0.0000
0.0000
Precision/Correctness
0.909
0.794
0.799
0.861
0.770
-nan
Recall/Completeness
0.852
0.962
0.618
0.960
0.797
0.000
F1
0.879
0.870
0.697
0.908
0.783
-nan

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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8807
0.0327
0.0429
0.0383
0.0054
0.0000
building
0.0486
0.9239
0.0175
0.0089
0.0010
0.0000
low_veg
0.0862
0.0470
0.6265
0.2397
0.0007
0.0000
tree
0.0230
0.0034
0.0578
0.9158
0.0000
0.0000
car
0.4246
0.0154
0.0207
0.0164
0.5230
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.887
0.790
0.809
0.737
--
Recall/Completeness
0.881
0.924
0.626
0.916
0.523
--
F1
0.882
0.905
0.699
0.859
0.612
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9138
0.0252
0.0363
0.0211
0.0037
0.0000
building
0.0416
0.9437
0.0099
0.0039
0.0010
0.0000
low_veg
0.0818
0.0330
0.6685
0.2160
0.0008
0.0000
tree
0.0103
0.0011
0.0434
0.9453
0.0000
0.0000
car
0.3298
0.0160
0.0172
0.0064
0.6306
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.910
0.919
0.833
0.845
0.770
--
Recall/Completeness
0.914
0.944
0.669
0.945
0.631
--
F1
0.912
0.931
0.742
0.892
0.693
--

Overall accuracy 0.878

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
0.7852
0.0682
0.0942
0.0449
0.0074
0.0002
building
0.0591
0.8703
0.0541
0.0164
0.0001
0.0000
low_veg
0.0278
0.1061
0.7382
0.1275
0.0004
0.0000
tree
0.0148
0.0081
0.1317
0.8454
0.0001
0.0000
car
0.3019
0.0369
0.0009
0.0073
0.6530
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.806
0.746
0.841
0.776
0.656
--
Recall/Completeness
0.785
0.870
0.738
0.845
0.653
--
F1
0.796
0.803
0.786
0.809
0.655
--

Overall accuracy 0.797

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
0.8197
0.0567
0.0839
0.0340
0.0055
0.0002
building
0.0568
0.8817
0.0480
0.0134
0.0001
0.0000
low_veg
0.0243
0.1051
0.7552
0.1150
0.0004
0.0000
tree
0.0098
0.0041
0.1143
0.8719
0.0001
0.0000
car
0.2170
0.0393
0.0000
0.0021
0.7415
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.830
0.760
0.864
0.797
0.668
--
Recall/Completeness
0.820
0.882
0.755
0.872
0.742
--
F1
0.825
0.816
0.806
0.833
0.703
--

Overall accuracy 0.817

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
0.9019
0.0559
0.0269
0.0068
0.0085
0.0000
building
0.0971
0.8738
0.0225
0.0045
0.0021
0.0000
low_veg
0.0954
0.0346
0.6261
0.2429
0.0011
0.0000
tree
0.0138
0.0039
0.0771
0.9050
0.0002
0.0000
car
0.4096
0.0229
0.0076
0.0056
0.5542
0.0000
clutter
0.5372
0.2605
0.1259
0.0104
0.0660
0.0000
Precision/Correctness
0.808
0.920
0.832
0.638
0.825
0.000
Recall/Completeness
0.902
0.874
0.626
0.905
0.554
0.000
F1
0.852
0.896
0.714
0.748
0.663
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9301
0.0444
0.0191
0.0029
0.0035
0.0000
building
0.0865
0.8930
0.0166
0.0018
0.0022
0.0000
low_veg
0.0759
0.0219
0.6636
0.2378
0.0008
0.0000
tree
0.0059
0.0012
0.0614
0.9315
0.0000
0.0000
car
0.3133
0.0206
0.0059
0.0046
0.6556
0.0001
clutter
0.5441
0.2685
0.1041
0.0077
0.0756
0.0000
Precision/Correctness
0.843
0.944
0.872
0.661
0.879
0.000
Recall/Completeness
0.930
0.893
0.664
0.932
0.656
0.000
F1
0.884
0.918
0.754
0.773
0.751
-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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9161
0.0470
0.0213
0.0109
0.0047
0.0000
building
0.0363
0.9470
0.0104
0.0059
0.0003
0.0000
low_veg
0.0862
0.0369
0.6061
0.2699
0.0008
0.0000
tree
0.0102
0.0028
0.0553
0.9318
0.0000
0.0000
car
0.3805
0.0225
0.0010
0.0082
0.5878
0.0000
clutter
0.4908
0.4419
0.0244
0.0093
0.0336
0.0000
Precision/Correctness
0.899
0.868
0.828
0.687
0.710
0.500
Recall/Completeness
0.916
0.947
0.606
0.932
0.588
0.000
F1
0.908
0.906
0.700
0.791
0.643
0.000

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9384
0.0380
0.0155
0.0048
0.0033
0.0000
building
0.0310
0.9599
0.0056
0.0032
0.0003
0.0000
low_veg
0.0587
0.0243
0.6496
0.2669
0.0005
0.0000
tree
0.0041
0.0009
0.0433
0.9516
0.0000
0.0000
car
0.2935
0.0191
0.0006
0.0051
0.6818
0.0000
clutter
0.4753
0.4651
0.0161
0.0050
0.0385
0.0000
Precision/Correctness
0.925
0.892
0.870
0.718
0.727
0.500
Recall/Completeness
0.938
0.960
0.650
0.952
0.682
0.000
F1
0.931
0.925
0.744
0.819
0.704
0.000

Overall accuracy 0.878

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
0.9249
0.0538
0.0092
0.0035
0.0086
0.0000
building
0.0651
0.9145
0.0101
0.0018
0.0085
0.0000
low_veg
0.0997
0.0045
0.8449
0.0495
0.0014
0.0000
tree
0.0499
0.0047
0.1214
0.8229
0.0011
0.0000
car
0.2589
0.0817
0.0085
0.0047
0.6461
0.0001
clutter
0.5373
0.3689
0.0334
0.0082
0.0522
0.0000
Precision/Correctness
0.845
0.871
0.854
0.906
0.749
0.000
Recall/Completeness
0.925
0.914
0.845
0.823
0.646
0.000
F1
0.883
0.892
0.849
0.863
0.694
-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_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9376
0.0509
0.0068
0.0008
0.0039
0.0000
building
0.0527
0.9330
0.0054
0.0003
0.0086
0.0000
low_veg
0.0714
0.0026
0.8829
0.0426
0.0005
0.0000
tree
0.0198
0.0015
0.1030
0.8754
0.0003
0.0000
car
0.1703
0.0889
0.0041
0.0014
0.7352
0.0000
clutter
0.5041
0.4070
0.0284
0.0033
0.0572
0.0000
Precision/Correctness
0.883
0.885
0.889
0.933
0.783
0.000
Recall/Completeness
0.938
0.933
0.883
0.875
0.735
0.000
F1
0.910
0.908
0.886
0.903
0.758
-nan

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9198
0.0680
0.0075
0.0027
0.0020
0.0000
building
0.1054
0.7759
0.1145
0.0031
0.0010
0.0001
low_veg
0.1121
0.0260
0.7039
0.1576
0.0004
0.0000
tree
0.0627
0.0041
0.1367
0.7965
0.0000
0.0000
car
0.3691
0.0147
0.0052
0.0006
0.6104
0.0000
clutter
0.7146
0.2466
0.0016
0.0010
0.0361
0.0000
Precision/Correctness
0.784
0.836
0.682
0.761
0.717
0.029
Recall/Completeness
0.920
0.776
0.704
0.796
0.610
0.000
F1
0.846
0.805
0.693
0.778
0.659
0.000

Overall accuracy 0.778

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
0.9314
0.0628
0.0042
0.0007
0.0009
0.0000
building
0.0985
0.7848
0.1148
0.0009
0.0009
0.0001
low_veg
0.0757
0.0188
0.7415
0.1638
0.0002
0.0000
tree
0.0343
0.0014
0.1270
0.8372
0.0000
0.0000
car
0.2574
0.0080
0.0036
0.0000
0.7309
0.0000
clutter
0.7007
0.2585
0.0007
0.0001
0.0399
0.0000
Precision/Correctness
0.813
0.855
0.695
0.772
0.733
0.029
Recall/Completeness
0.931
0.785
0.742
0.837
0.731
0.000
F1
0.868
0.818
0.717
0.803
0.732
0.000

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8317
0.0654
0.0801
0.0205
0.0023
0.0000
building
0.0712
0.8956
0.0279
0.0047
0.0006
0.0000
low_veg
0.0624
0.0137
0.6821
0.2418
0.0001
0.0000
tree
0.0429
0.0042
0.1660
0.7867
0.0002
0.0000
car
0.4443
0.0058
0.0059
0.0084
0.5356
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.813
0.920
0.718
0.735
0.835
--
Recall/Completeness
0.832
0.896
0.682
0.787
0.536
--
F1
0.822
0.907
0.700
0.760
0.652
--

Overall accuracy 0.799

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
0.8780
0.0590
0.0540
0.0080
0.0011
0.0000
building
0.0587
0.9258
0.0138
0.0011
0.0006
0.0000
low_veg
0.0467
0.0060
0.7076
0.2396
0.0000
0.0000
tree
0.0197
0.0011
0.1375
0.8417
0.0000
0.0000
car
0.3396
0.0058
0.0039
0.0025
0.6483
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.863
0.941
0.781
0.759
0.894
--
Recall/Completeness
0.878
0.926
0.708
0.842
0.648
--
F1
0.870
0.933
0.742
0.798
0.752
--

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
0.8683
0.0538
0.0591
0.0149
0.0038
0.0000
building
0.0583
0.8680
0.0683
0.0044
0.0010
0.0000
low_veg
0.0626
0.0306
0.7868
0.1195
0.0005
0.0000
tree
0.0284
0.0057
0.1702
0.7955
0.0002
0.0000
car
0.3514
0.0133
0.0492
0.0046
0.5814
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.850
0.901
0.767
0.801
0.795
--
Recall/Completeness
0.868
0.868
0.787
0.796
0.581
--
F1
0.859
0.884
0.777
0.798
0.672
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8969
0.0512
0.0432
0.0067
0.0019
0.0000
building
0.0506
0.8939
0.0529
0.0017
0.0009
0.0000
low_veg
0.0449
0.0267
0.8208
0.1072
0.0004
0.0000
tree
0.0120
0.0032
0.1459
0.8387
0.0002
0.0000
car
0.2454
0.0076
0.0465
0.0012
0.6993
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.890
0.916
0.809
0.833
0.850
--
Recall/Completeness
0.897
0.894
0.821
0.839
0.699
--
F1
0.893
0.905
0.815
0.836
0.767
--

Overall accuracy 0.863

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image