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I've been trying to use the pretrained model of the repository but I haven't been able as I don't have that file. Following the paper, this file should have all the layout categories encoded into 8-bit binary codes.
I'm using ALS18K as my img_root while in the read.me you point that we should use ADE20K_TA_Dataset. I can't find that dataset either.