mirror of https://github.com/vladmandic/automatic
80 lines
3.4 KiB
Markdown
80 lines
3.4 KiB
Markdown
# Publish extensions
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- `sd-extension-aesthetic-scorer`
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- `sd-extension-steps-animation`
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- `sd-extension-system-info`
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# Investigating
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Things I'm actively investigating...
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## Embeddings
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Need to study more to determine best out-of-the-box settings:
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- Train object
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- Train style
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- Impact of Hires fix:
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- e.g 25 steps and denoising strength 0.25-0.7
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- Impact of non-square target resolution
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## Hypernetworks
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## LORA
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# Ideas
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Things I'm looking into...
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## Automatic
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Stuff to be fixed...
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- Reconnect WebUI
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Tech that can be integrated as part of the core workflow...
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- Custom watermark
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- [Embedding mixing](https://github.com/tkalayci71/embedding-inspector)
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- [DAAM](https://github.com/kousw/stable-diffusion-webui-daam)
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- [Merge without distortion](https://github.com/ogkalu2/Merge-Stable-Diffusion-models-without-distortion)
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- [Weighted merges](https://github.com/bbc-mc/sdweb-merge-block-weighted-gui/tree/master)
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- [Prune models](https://github.com/Akegarasu/sd-webui-model-converter)
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- [Use scripts from API](https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/6469)
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- [Aesthetic gradients](https://github.com/AUTOMATIC1111/stable-diffusion-webui-aesthetic-gradients)
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- [Face swap](https://github.com/kex0/batch-face-swap)
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- [Custom diffusion](https://github.com/guaneec/custom-diffusion-webui)
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- [LORA](https://github.com/cloneofsimo/lora)
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- <https://github.com/kohya-ss/sd-webui-additional-networks>
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- <https://github.com/kohya-ss/sd-scripts>
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- <https://rentry.org/2chAI_LoRA_Dreambooth_guide_english>
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- <https://www.reddit.com/r/StableDiffusion/comments/10ir5ax/big_comparison_of_lora_training_settings_8gb_vram/>
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- [Hypernetworks](https://civitai.com/models/4086/luisap-tutorial-hypernetwork-monkeypatch-method)
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- <https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/2670#discussioncomment-4372336>
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- <https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/2670#discussioncomment-4582025>
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## Video Generation
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- [Deforum](https://github.com/deforum-art/deforum-for-automatic1111-webui)
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- [Latent blending](https://github.com/lunarring/latentblending/)
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- [VIDM: video implicit diffusion models](https://github.com/MKFMIKU/vidm)
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- [Tune-a-Video](https://github.com/showlab/Tune-A-Video)
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- [Animator extension](https://github.com/Animator-Anon/animator_extension)
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- [Prompt travel](https://github.com/Kahsolt/stable-diffusion-webui-prompt-travel)
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- [KLMC2 animation](https://colab.research.google.com/github/dmarx/notebooks/blob/main/Stable_Diffusion_KLMC2_Animation.ipynb)
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- [BOAAB-limit animation](https://colab.research.google.com/drive/17kesyBVqubV_Zzchf2XoR-7MHk5jxTuo?usp=sharing) <https://www.ajayjain.net/journey>
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- [Disco diffusion](https://colab.research.google.com/github/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb)
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- [Video killed the radio star](https://colab.research.google.com/github/dmarx/video-killed-the-radio-star/blob/main/Video_Killed_The_Radio_Star_Defusion.ipynb)
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- [Seed travel](https://github.com/yownas/seed_travel)
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- [Google frame interpolation](https://github.com/google-research/frame-interpolation)
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- [Prompt fusion](https://github.com/ljleb/prompt-fusion-extension)
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## Experimental
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Cool stuff that is not integrated anywhere...
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- [TensorRT](https://www.photoroom.com/tech/stable-diffusion-25-percent-faster-and-save-seconds/)
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- Bunch of stuff:<https://pharmapsychotic.com/tools.html>
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- Prevalent colors to interrogate
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- Auto-Sort inputs by face recognition
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