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pixel-dt-gan-pytorch's Introduction

Pytorch Implementation of Pixel-level Domain Transfer

reference: Pixel-Level Domain Transfer

Prerequisites

  • virtualenv
  • PyTorch (tested at 0.3.0, but 0.4.0 would be ok)

Prepare Dataset

  • Download LOOKBOOK dataset: Link
  • run sh setup.sh

Training

python main.py \
  --gpu_id 0 \
  --root_dir 'data/prepro' \
  --csv_file 'data/prepro/label.csv' \
  --expr 'experiment1' \
  --batch_size 24 \
  --load_size 64 \
  --lr 0.0002

Visualization

tensorboard --logdir repo/<expr>/tb --port 8000

Bug report

I found the loss dies too quickly. Need to figure out the reason.
Any pull requests, or bug report is welcome. :-)

image1 image2 image3

Forked from

MinchulShin / @nashory

pixel-dt-gan-pytorch's People

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aniketvelhankar avatar nashory avatar

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