From 59e56296e98628490e53ed1dfd3a3d064d85feeb Mon Sep 17 00:00:00 2001 From: Angelos Katharopoulos Date: Thu, 28 Dec 2023 18:29:17 -0800 Subject: [PATCH] Update the readme --- stable_diffusion/README.md | 18 ++++++++++++++++++ stable_diffusion/im2im.png | Bin 0 -> 472954 bytes 2 files changed, 18 insertions(+) create mode 100644 stable_diffusion/im2im.png diff --git a/stable_diffusion/README.md b/stable_diffusion/README.md index 5e44cb1a..920e3088 100644 --- a/stable_diffusion/README.md +++ b/stable_diffusion/README.md @@ -61,6 +61,24 @@ script in the root of the repository. You can use the script as follows: python txt2image.py "A photo of an astronaut riding a horse on Mars." --n_images 4 --n_rows 2 +Image 2 Image +------------- + +There is also the option of generating images based on another image using the +example script `image2image.py`. To do that an image is first encoded using the +autoencoder to get its latent representation and then noise is added according +to the forward diffusion process and the `strength` parameter. A `stregnth` of +0.0 means no noise and a `strength` of 1.0 means starting from completely +random noise. + +![image2image](im2im.png) +*Generations with varying strength using the original image and the prompt 'A lit fireplace'.* + +The command to generate the above images is: + + python image2image.py --strength 0.5 origina.png 'A lit fireplace' + + Performance ----------- diff --git a/stable_diffusion/im2im.png b/stable_diffusion/im2im.png new file mode 100644 index 0000000000000000000000000000000000000000..959d208b56c3bb82720f6573b7b08077f7c3f94f GIT binary patch literal 472954 zcmZUabx<5Z*Y0<5_u%f%;t-smixZs1El7Yxg2UpA1PJaBBv{Y{cXtaK+#xtYgI?aR zzW3fgZdFh9RL@k`R87yB=bYcuQJU(C*cjv(00016SxHVC06=;@1?HonymkVjZ$@4_ zbXO%q_ty*K|2cpoKuLtxK{5|{1CRGEwjN#x`~})_zqXI@|(WXBIsv}@%T$OIit{+gO)5T zVX-!Jt@gtW8hWiXLcI~1r!MjEY(Yh9Ox5?X@BSGsExp2WOb2flSL zcbW9HRAaygx1X5Hie%TI=CUT%7;AuQzAHrnBn#F3_rgfLo@p zq{+*;^7R+8&X1y6mkh#%UO6?sTqSGMV!5zVsq38L+)HepVySre`M-TLOG*~kVOn}v 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