Results on final 200 images in validation set of Imagenet. Note that we trained and tuned our algorithm on an entirely independent set of photos.



IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9801
9802
9803
9804
9805
9806
9807
9808
9809
9810
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9811
9812
9813
9814
9815
9816
9817
9818
9819
9820
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9821
9822
9823
9824
9825
9826
9827
9828
9829
9830
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9831
9832
9833
9834
9835
9836
9837
9838
9839
9840
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9841
9842
9843
9844
9845
9846
9847
9848
9849
9850
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9851
9852
9853
9854
9855
9856
9857
9858
9859
9860
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9861
9862
9863
9864
9865
9866
9867
9868
9869
9870
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9871
9872
9873
9874
9875
9876
9877
9878
9879
9880
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9881
9882
9883
9884
9885
9886
9887
9888
9889
9890
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9891
9892
9893
9894
9895
9896
9897
9898
9899
9900
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9901
9902
9903
9904
9905
9906
9907
9908
9909
9910
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9911
9912
9913
9914
9915
9916
9917
9918
9919
9920
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9921
9922
9923
9924
9925
9926
9927
9928
9929
9930
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9931
9932
9933
9934
9935
9936
9937
9938
9939
9940
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9941
9942
9943
9944
9945
9946
9947
9948
9949
9950
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9951
9952
9953
9954
9955
9956
9957
9958
9959
9960
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9961
9962
9963
9964
9965
9966
9967
9968
9969
9970
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9971
9972
9973
9974
9975
9976
9977
9978
9979
9980
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9981
9982
9983
9984
9985
9986
9987
9988
9989
9990
IDInputTinyclouds (Dahl 2016)Ours
- finetuned with
no class-rebalancing
OursGround truth color
9991
9992
9993
9994
9995
9996
9997
9998
9999
10000