From 9ee09ac84283e249c4fe9ef70beb01963bcae91a Mon Sep 17 00:00:00 2001 From: Bryce Drennan Date: Sat, 28 Jan 2023 17:16:47 -0800 Subject: [PATCH] feature: add compilation animations (#224) - add generation/compare gifs --- README.md | 17 ++- ...19_942389026_kdpmpp2m15_PS7.5_a_flower.gif | Bin 0 -> 2803893 bytes assets/girl-pearl-clown-compare.gif | Bin 0 -> 453205 bytes assets/mona-lisa-headshot-anim.gif | Bin 0 -> 3415119 bytes docs/examples/generate_doc_examples.py | 40 +++++++ imaginairy/animations.py | 112 ++++++++++++++++++ imaginairy/api.py | 65 ++++------ imaginairy/cmds.py | 91 +++++++++++++- imaginairy/img_utils.py | 40 +++++-- imaginairy/prompt_schedules.py | 74 ++++++++++++ imaginairy/schema.py | 78 +++++++----- imaginairy/surprise_me.py | 24 +--- imaginairy/utils.py | 21 ++++ tests/test_prompt_schedules.py | 21 ++++ 14 files changed, 469 insertions(+), 114 deletions(-) create mode 100644 assets/009719_942389026_kdpmpp2m15_PS7.5_a_flower.gif create mode 100644 assets/girl-pearl-clown-compare.gif create mode 100644 assets/mona-lisa-headshot-anim.gif create mode 100644 docs/examples/generate_doc_examples.py create mode 100644 imaginairy/animations.py create mode 100644 imaginairy/prompt_schedules.py create mode 100644 tests/test_prompt_schedules.py diff --git a/README.md b/README.md index ba15429..6cb6130 100644 --- a/README.md +++ b/README.md @@ -16,6 +16,9 @@ AI imagined images. Pythonic generation of stable diffusion images. >> imagine "a scenic landscape" "a photo of a dog" "photo of a fruit bowl" "portrait photo of a freckled woman" # Stable Diffusion 2.1 >> imagine --model SD-2.1 "a forest" +# Make generation gif +>> imagine --gif "a flower" + ```
@@ -41,6 +44,7 @@ Generating 🖼 : "portrait photo of a freckled woman" 512x512px seed:500686645
+ ### 🎉 Edit Images with Instructions alone! [by InstructPix2Pix](https://github.com/timothybrooks/instruct-pix2pix) Just tell imaginairy how to edit the image and it will do it for you! @@ -49,17 +53,20 @@ with prompt-based masking. ```bash >> aimg edit scenic_landscape.jpg "make it winter" --prompt-strength 20 +>> aimg edit scenic_landscape.jpg "make it winter" --steps 30 --arg-schedule "prompt_strength[2:25:0.5]" --compilation-anim >> aimg edit dog.jpg "make the dog red" --prompt-strength 5 >> aimg edit bowl_of_fruit.jpg "replace the fruit with strawberries" >> aimg edit freckled_woman.jpg "make her a cyborg" --prompt-strength 13 ->> aimg edit pearl_girl.jpg "make her wear clown makup" ->> aimg edit mona-lisa.jpg "make it a color professional photo headshot" --negative-prompt "old, ugly" +# create a comparison gif +>> aimg edit pearl_girl.jpg "make her wear clown makeup" --compare-gif +# create an animation showing the edit with increasing prompt strengths +>> aimg edit mona-lisa.jpg "make it a color professional photo headshot" --negative-prompt "old, ugly, blurry" --arg-schedule "prompt-strength[2:8:0.5]" --compilation-anim gif ```

-
+
Want just quickly have some fun? Try `--surprise-me` to apply some pre-defined edits. ```bash @@ -283,8 +290,12 @@ docker run -it --gpus all -v $HOME/.cache/huggingface:/root/.cache/huggingface - ## ChangeLog +- feature: create `gifs` or `mp4s` from any images made in a single run with `--compilation-anim gif` +- feature: create a series of images or edits by iterating over a parameter with the `--arg-schedule` argument - feature: `openjourney-v1` and `openjourney-v2` models added. available via `--model openjourney-v2` - feature: add upscale command line function: `aimg upscale` +- feature: `--gif` option will create a gif showing the generation process for a single image +- feature: `--compare-gif` option will create a comparison gif for any image edits - fix: tile mode was broken since latest perf improvements **8.2.0** diff --git a/assets/009719_942389026_kdpmpp2m15_PS7.5_a_flower.gif b/assets/009719_942389026_kdpmpp2m15_PS7.5_a_flower.gif new file mode 100644 index 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