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PruneTruong / GLU-Net

Official implementation of the paper GLU-Net (CVPR2020-Oral)
GNU General Public License v3.0
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Current ADE-20K version is not compatible with training #8

Closed ducha-aiki closed 3 years ago

ducha-aiki commented 3 years ago

Hi,

I don't know what can be done wrt this, but you probably should know. I have requested access to ADE20K and they provided me with a link. However, after unzipping, directory named ADE20K_2021_17_01, not ADE20K_2016_07_26, expected by GLU-Net training appears. OK, I made a softlink. Then it turns out, that the structure of the dataset has completely changed. For example, GLU-Net expects following file:

ADE20K_2016_07_26/images/training/l/living_room/ADE_train_00000699.jpg

However, in the current ADE, directory training contains no l, instead the following dirs: cultural home_or_hotel industrial nature_landscape shopping_and_dining sports_and_leisure transportation unclassified urban work_place.

I believe that homo_aff_tps_test_DPED_CityScape_ADE.csv may need regeneration for the current version of the dataset. Moreover, ADE20K website does not allow to download some kind of older version download.

PruneTruong commented 3 years ago

Hi, thanks for letting me know ! I will see what I can do for generating new csv files with the new version of ADE dataset. In the meantime, I will include a csv file with only CityScapes and DPED images, hopefully training without ADE doesn't impact the network performance too much.