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Categories IDs differ between val and train #35

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cipri-tom opened this issue Aug 25, 2023 · 0 comments
Open

Categories IDs differ between val and train #35

cipri-tom opened this issue Aug 25, 2023 · 0 comments

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@cipri-tom
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cipri-tom commented Aug 25, 2023

I downloaded the latest train/Annotations/iSAID_train.json file from Google Drive. It lists categories as follows:

[{'id': 1, 'name': 'storage_tank'},
 {'id': 2, 'name': 'Large_Vehicle'},
 {'id': 3, 'name': 'Small_Vehicle'},
 {'id': 4, 'name': 'plane'},
 {'id': 5, 'name': 'ship'},
 {'id': 6, 'name': 'Swimming_pool'},
 {'id': 7, 'name': 'Harbor'},
 {'id': 8, 'name': 'tennis_court'},
 {'id': 9, 'name': 'Ground_Track_Field'},
 {'id': 10, 'name': 'Soccer_ball_field'},
 {'id': 11, 'name': 'baseball_diamond'},
 {'id': 12, 'name': 'Bridge'},
 {'id': 13, 'name': 'basketball_court'},
 {'id': 14, 'name': 'Roundabout'},
 {'id': 15, 'name': 'Helicopter'}]

This is not consistent with the categories IDs of val/Annotations/iSAID_val.json, nor the ones in

labels = [
# name id trainId category catId hasInstances ignoreInEval color multiplied color
Label( 'unlabeled' , 0 , 255 , 'void' , 0 , False , True , ( 0, 0, 0) , 0 ),
Label( 'ship' , 1 , 0 , 'transport' , 1 , True , False , ( 0, 0, 63) , 4128768),
Label( 'storage_tank' , 2 , 1 , 'transport' , 1 , True , False , ( 0, 63, 63) , 4144896),
Label( 'baseball_diamond' , 3 , 2 , 'land' , 2 , True , False , ( 0, 63, 0) , 16128 ),
Label( 'tennis_court' , 4 , 3 , 'land' , 2 , True , False , ( 0, 63,127) , 8339200),
Label( 'basketball_court' , 5 , 4 , 'land' , 2 , True , False , ( 0, 63,191) , 12533504),
Label( 'Ground_Track_Field' , 6 , 5 , 'land' , 2 , True , False , ( 0, 63,255) , 16727808),
Label( 'Bridge' , 7 , 6 , 'land' , 2 , True , False , ( 0,127, 63) , 4161280),
Label( 'Large_Vehicle' , 8 , 7 , 'transport' , 1 , True , False , ( 0,127,127) , 8355584),
Label( 'Small_Vehicle' , 9 , 8 , 'transport' , 1 , True , False , ( 0, 0,127) , 8323072),
Label( 'Helicopter' , 10 , 9 , 'transport' , 1 , True , False , ( 0, 0,191) , 12517376),
Label( 'Swimming_pool' , 11 , 10 , 'land' , 2 , True , False , ( 0, 0,255) , 16711680),
Label( 'Roundabout' , 12 , 11 , 'land' , 2 , True , False , ( 0,191,127) , 8371968),
Label( 'Soccer_ball_field' , 13 , 12 , 'land' , 2 , True , False , ( 0,127,191) , 12549888),
Label( 'plane' , 14 , 13 , 'transport' , 1 , True , False , ( 0,127,255) , 16744192),
Label( 'Harbor' , 15 , 14 , 'transport' , 1 , True , False , ( 0,100,155) , 10183680),

Moreover, this file does not list images width and height :( .

@akshitac8 Do you happen to have an updated file, or should I fix it myself ?

Relevant to #26

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