AlexanderKozhevin / Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.

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#!rm /content/Dreambooth-Stable-Diffusion/outputs/txt2img-samples/* !python worker8.py
--ddim_eta 0.0
--n_samples 1
--email "ealhdo@gmail.com"
--gender "man"
--hash "dc9678a273b8645448bb0d2230ad35a6"
--outdir "/workspace/Dreambooth-Stable-Diffusion/output"
--n_iter 4
--skip_grid
--scale 7.0
--ddim_steps 50
--ckpt "/workspace/dc9678a273b8645448bb0d2230ad35a6.ckpt" \

!pip install google-cloud-storage !pip install protobuf==3.20.*

!pip install torch==1.12.1+cu113 torchvision==0.13.1+cu113 torchaudio==0.12.1 --extra-index-url https://download.pytorch.org/whl/cu113

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Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.

License:MIT License


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Language:Jupyter Notebook 89.6%Language:Python 10.4%Language:Shell 0.1%