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docs: update documentation
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README.md
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README.md
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[![Python Checks](https://github.com/brycedrennan/imaginAIry/actions/workflows/ci.yaml/badge.svg)](https://github.com/brycedrennan/imaginAIry/actions/workflows/ci.yaml)
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[![Discord](https://flat.badgen.net/discord/members/FdD7ut3YjW)](https://discord.gg/FdD7ut3YjW)
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AI imagined images. Pythonic generation of stable diffusion images.
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AI imagined images. Pythonic generation of stable diffusion images **and videos** *!.
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"just works" on Linux and macOS(M1) (and maybe windows?).
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"just works" on Linux and macOS(M1) (and sometimes windows).
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```bash
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@ -20,7 +20,47 @@ AI imagined images. Pythonic generation of stable diffusion images.
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>> imagine "a scenic landscape" "a photo of a dog" "photo of a fruit bowl" "portrait photo of a freckled woman" "a bluejay"
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# Make an animation showing the generation process
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>> imagine --gif "a flower"
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# Make an AI video
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>> aimg videogen --start-image rocket.png
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```
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## Stable Video Diffusion
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<p float="left">
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<img src="assets/svd-rocket.gif" height="256">
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<img src="assets/svd-athens.gif" height="256">
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<img src="assets/svd-pearl-girl.gif" height="256">
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<img src="assets/svd-starry-night.gif" height="256">
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<img src="assets/svd-dog.gif" height="256">
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<img src="assets/svd-xpbliss.gif" height="256">
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</p>
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### Rushed release of Stable Diffusion Video!
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Works with Nvidia 3090 or 4090. Does not work on Mac or CPU. Other GPUs not tested.
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```text
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Usage: aimg videogen [OPTIONS]
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AI generate a video from an image
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Example:
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aimg videogen --start-image assets/rocket-wide.png
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Options:
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--start-image TEXT Input path for image file.
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--num-frames INTEGER Number of frames.
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--num-steps INTEGER Number of steps.
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--model TEXT Model to use. One of: svd, svd_xt, svd_image_decoder, svd_xt_image_decoder
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--fps INTEGER FPS for the AI to target when generating video
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--output-fps INTEGER FPS for the output video
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--motion-amount INTEGER How much motion to generate. value between 0 and 255.
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-r, --repeats INTEGER How many times to repeat the renders. [default: 1]
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--cond-aug FLOAT Conditional augmentation.
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--seed INTEGER Seed for random number generator.
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--decoding_t INTEGER Number of frames decoded at a time.
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--output_folder TEXT Output folder.
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--help Show this message and exit.
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```
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### Images
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<p float="left">
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<img src="assets/000019_786355545_PLMS50_PS7.5_a_scenic_landscape.jpg" height="256">
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<img src="assets/000032_337692011_PLMS40_PS7.5_a_photo_of_a_dog.jpg" height="256">
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@ -30,6 +70,19 @@ AI imagined images. Pythonic generation of stable diffusion images.
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<img src="assets/009719_942389026_kdpmpp2m15_PS7.5_a_flower.gif" height="256">
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</p>
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### Whats New
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**14.0.0**
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- 🎉 video generation using [Stable Video Diffusion](https://github.com/Stability-AI/generative-models)
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- 🎉 imaginairy is now backed by the [refiners library](https://github.com/finegrain-ai/refiners)
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- This was a huge re-write which is why some features are not yet supported. On the plus side, refiners supports
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cutting edge features (SDXL, image prompts, etc) which will be added to imaginairy soon.
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- [self-attention guidance](https://github.com/SusungHong/Self-Attention-Guidance) which makes details of images more accurate
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- support for pytorch 2.0
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- deprecated: support for python 3.8
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- deprecated: support for torch 1.13
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- deprecated: support for sd 1.4, 2.0, 2.1
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- broken: pix2pix editing, most samplers, some controlnets, and memory management
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### Run API server and StableStudio web interface (alpha)
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Generate images via API or web interface. Much smaller featureset compared to the command line tool.
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```bash
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@ -493,15 +546,16 @@ A: The AI models are cached in `~/.cache/` (or `HUGGINGFACE_HUB_CACHE`). To dele
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## ChangeLog
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**14.0.0**
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- 🎉 feature: uses refiners library for generation
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- 🎉 feature: adds support for pytorch 2.0
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- fix: stable diffusion 1.5 + inpainting working
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- fix: self-attention guidance working. improves image generation quality
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- fix: tile-mode working
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- fix: self-attention guidance working. improves image generation quality
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- 🎉 feature: video generation using [Stable Video Diffusion](https://github.com/Stability-AI/generative-models)
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- 🎉 feature: imaginairy is now backed by the [refiners library](https://github.com/finegrain-ai/refiners)
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- This was a huge re-write which is why some features are not yet supported. On the plus side, refiners supports
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cutting edge features (SDXL, image prompts, etc) which will be added to imaginairy soon.
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- feature: added support for [self-attention guidance](https://github.com/SusungHong/Self-Attention-Guidance) which makes details of images more accurate
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- feature: adds support for pytorch 2.0
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- deprecated: support for python 3.8
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- deprecated: support for torch 1.13
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- deprecated: support for sd 1.4, 2.0, 2.1
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- broken: pix2pix editing, most samplers, most controlnets, and memory management
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- broken: pix2pix editing, most samplers, some controlnets, and memory management
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**13.2.1**
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- fix: pydantic models for http server working now. Fixes #380
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assets/svd-athens.gif
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assets/svd-athens.gif
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After Width: | Height: | Size: 6.5 MiB |
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assets/svd-dog.gif
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assets/svd-dog.gif
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assets/svd-pearl-girl.gif
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After Width: | Height: | Size: 867 KiB |
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assets/svd-rocket.gif
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assets/svd-rocket.gif
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After Width: | Height: | Size: 2.2 MiB |
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assets/svd-starry-night.gif
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assets/svd-starry-night.gif
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After Width: | Height: | Size: 6.4 MiB |
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assets/svd-xpbliss.gif
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After Width: | Height: | Size: 1.6 MiB |
@ -43,7 +43,6 @@ logger = logging.getLogger(__name__)
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@click.option(
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"--decoding_t", default=1, type=int, help="Number of frames decoded at a time."
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)
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@click.option("--device", default=None, help="Device to use.")
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@click.option("--output_folder", default=None, help="Output folder.")
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def videogen_cmd(
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start_image,
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@ -57,7 +56,6 @@ def videogen_cmd(
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cond_aug,
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seed,
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decoding_t,
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device,
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output_folder,
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):
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"""
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@ -87,6 +85,5 @@ def videogen_cmd(
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cond_aug=cond_aug,
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seed=seed,
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decoding_t=decoding_t,
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device=device,
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output_folder=output_folder,
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)
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