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@@ -34,7 +34,7 @@ $ cd StarGAN/
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### 2. Downloading the dataset
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To download the CelebA dataset:
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```bash
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$ bash download.sh
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$ bash download.sh celeba
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```
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To download the RaFD dataset, you must request access to the dataset from [the Radboud Faces Database website](http://www.socsci.ru.nl:8180/RaFD2/RaFD?p=main). Then, you need to create a folder structure as described [here](https://github.com/yunjey/StarGAN/blob/master/jpg/RaFD.md).
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@@ -81,8 +81,8 @@ To test StarGAN on CelebA:
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```bash
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$ python main.py --mode test --dataset CelebA --image_size 128 --c_dim 5 \
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--sample_dir expr_celeba/samples --log_dir expr_celeba/logs \
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--model_save_dir expr_celeba/models --result_dir expr_celeba/results \
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--sample_dir stargan_celeba/samples --log_dir stargan_celeba/logs \
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--model_save_dir stargan_celeba/models --result_dir stargan_celeba/results \
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--selected_attrs Black_Hair Blond_Hair Brown_Hair Male Young
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```
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@@ -91,16 +91,16 @@ To test StarGAN on RaFD:
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```bash
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$ python main.py --mode test --dataset RaFD --image_size 128 \
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--c_dim 8 --rafd_image_dir data/RaFD/test \
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--sample_dir expr_rafd/samples --log_dir expr_rafd/logs \
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--model_save_dir expr_rafd/models --result_dir expr_rafd/results
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--sample_dir stargan_rafd/samples --log_dir stargan_rafd/logs \
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--model_save_dir stargan_rafd/models --result_dir stargan_rafd/results
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```
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To test StarGAN on both CelebA and RaFD:
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```bash
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$ python main.py --mode test --dataset Both --image_size 256 --c_dim 5 --c2_dim 8 \
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--sample_dir expr_both/samples --log_dir expr_both/logs \
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--model_save_dir expr_both/models --result_dir expr_both/results
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--sample_dir stargan_both/samples --log_dir stargan_both/logs \
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--model_save_dir stargan_both/models --result_dir stargan_both/results
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```
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To test StarGAN on your own dataset:
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@@ -108,8 +108,23 @@ To test StarGAN on your own dataset:
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```bash
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$ python main.py --mode test --dataset RaFD --rafd_crop_size CROP_SIZE --image_size IMG_SIZE \
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--c_dim LABEL_DIM --rafd_image_dir TEST_IMG_DIR \
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--sample_dir expr_custom/samples --log_dir expr_custom/logs \
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--model_save_dir expr_custom/models --result_dir expr_custom/results
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--sample_dir stargan_custom/samples --log_dir stargan_custom/logs \
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--model_save_dir stargan_custom/models --result_dir stargan_custom/results
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```
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### 5. Pretrained model
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To download a pretrained model checkpoint, run the script below. The pretrained model checkpoint will be downloaded and saved into `./stargan_celeba_256/models` directory.
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```bash
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$ bash download.sh pretrained-celeba-256x256
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```
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To translate images using the pretrained model, run the evaluation script below. The translated images will be saved into `./stargan_celeba_256/results` directory.
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```bash
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$ python main.py --mode test --dataset CelebA --image_size 256 --c_dim 5 \
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--selected_attrs Black_Hair Blond_Hair Brown_Hair Male Young
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--model_save_dir='stargan_celeba_256/models'
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--result_dir='stargan_celeba_256/results'
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```
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<br/>
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