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Youwang-Kim avatar Youwang-Kim commented on June 28, 2024 1

Hi, thanks for your interest to our work.

The DC-PBR representation uses U-Net as its architecture. Thus, if you increase the resulting texture map resolution, you would have to modify some architectural hyperparameters such as num_channels_down, num_channels_up, num_channels_skip, filter_size_up, filter_size_down. You can adjust those parameters here.

Paint-it/paint_it.py

Lines 81 to 87 in 407c55b

net = skip(input_depth, 9,
num_channels_down=[128] * 5,
num_channels_up=[128] * 5,
num_channels_skip=[128] * 5,
filter_size_up=3, filter_size_down=3,
upsample_mode='nearest', filter_skip_size=1,
need_sigmoid=True, need_bias=True, pad='reflection', act_fun='LeakyReLU').type(torch.cuda.FloatTensor)

Please let us know if you have more questions.
Thanks.

from paint-it.

Youwang-Kim avatar Youwang-Kim commented on June 28, 2024

Please reopen this issue if you need more help regarding this.

from paint-it.

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