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# TODO | ||
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## Issues | ||
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Stuff to be fixed, in no particular order... | ||
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N/A | ||
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## Features | ||
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Stuff to be added, in no particular order... | ||
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- Diffusers: | ||
- Add ControlNet | ||
- Add unCLIP model | ||
- Add Training support | ||
- Technical debt: | ||
- Port **A1111** stuff | ||
- Port `p.all_hr_prompts` | ||
- Import core repos to reduce dependencies | ||
- Non-technical: | ||
- Update Wiki | ||
- Rename repo: **automatic** -> **sdnext** | ||
- Backends: | ||
- PyTorch / XLA | ||
- Diffusers / ONNX | ||
- ScaleCrafter <https://github.com/YingqingHe/ScaleCrafter> | ||
- New Minor | ||
- Prompt padding for positive/negative | ||
- New Major | ||
- Profile manager (for `config.json` and `ui-config.json`) | ||
- Multi-user support | ||
- Image phash and hdash using `imagehash` | ||
- Model merge using `git-rebasin` | ||
- Enable refiner-style workflow for `ldm` backend | ||
- Add `sgm` backend | ||
- Cache models in VRAM | ||
- Train: | ||
- Use `interrogator` | ||
- Use `rembg` | ||
- Templates for SD-XL training | ||
- Lora train UI | ||
- Redesign | ||
- New UI | ||
- New inpainting canvas controls (move from backend to purely frontend) | ||
- New image browser (move from backend to purely frontend) | ||
- Change workflows from static/legacy to steps-based | ||
- Video processing | ||
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## Investigate | ||
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Stuff to be investigated... | ||
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## Merge PRs | ||
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Pick & merge PRs from main repo... | ||
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- up-to-date with: df004be | ||
- current todo list: <https://github.com/AUTOMATIC1111/stable-diffusion-webui/compare/df004be...394ffa7> | ||
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## Integration | ||
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Tech that can be integrated as part of the core workflow... | ||
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- [Git-ReBasin]([https://github.com/ogkalu2/Merge-Stable-Diffusion-models-without-distortion](https://github.com/vladmandic/automatic/issues/1176)) | ||
- [Null-text inversion](https://github.com/ouhenio/null-text-inversion-colab) | ||
- [Custom diffusion](https://github.com/guaneec/custom-diffusion-webui), [Custom diffusion](https://www.cs.cmu.edu/~custom-diffusion/) | ||
- [Dream artist](https://github.com/7eu7d7/DreamArtist-sd-webui-extension) | ||
- [QuickEmbedding](https://github.com/ethansmith2000/QuickEmbedding) | ||
- [DragGAN](https://github.com/XingangPan/DragGAN) | ||
- [LamaCleaner](https://github.com/Sanster/lama-cleaner) | ||
- [SAG](https://huggingface.co/docs/diffusers/v0.19.3/en/api/pipelines/self_attention_guidance), [SAG](https://github.com/ashen-sensored/sd_webui_SAG) | ||
- [Localization](https://app.transifex.com/signup/open-source/) | ||
- `TensorRT` | ||
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## Random | ||
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- Bunch of stuff: <https://pharmapsychotic.com/tools.html> | ||
ToDo list has moved to [GitHub projects](https://github.com/users/vladmandic/projects) |
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