SoLAD: Sampling over Latent Adapter for Few Shot Generative Modelling
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Download FFHQ checkpoint using the following link (This is a third party link (owner: Kim Seonghyeon): https://drive.google.com/file/d/1PQutd-JboOCOZqmd95XWxWrO8gGEvRcO/view
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Place the checkpoint in the folder checkpoint.
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Download the entire babies dataset for FID computation using the following link (This is a third party link (owner: Utkarsh Ojha): https://drive.google.com/file/d/1JmjKBq_wylJmpCQ2OWNMy211NFJhHHID/view?usp=sharing
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Create a folder ./data/real_babies and extract all the real images in that directory.
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Create an environment as per the specifications of requirements.yml
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Activate the newly created environment.
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Change directory to 10shot_babies
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Run babies_job.sh (Note that you might need to comment out the first two lines of the babies_job.sh i.e., module load compiler/cuda/10.0/compilervars and module load compiler/gcc/6.5.0/compilervars. However, the code requires CUDA 10.0 and GCC 6.5.0 for successful execution)