EveryDream2trainer
IOPaint
EveryDream2trainer | IOPaint | |
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48 | 48 | |
753 | 17,366 | |
- | - | |
9.2 | 9.4 | |
7 days ago | 9 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | Apache License 2.0 |
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EveryDream2trainer
- Question on SD Finetuning
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80% Completed!
I'm using EveryDream2 with SD v1 based models. You can define whatever resolution you want for training, as long as your Vram allows it.
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Freedom. Finetuned 2.1 that can gen (+1024x) and often without negative. Release this or next week. Demo available for testing in next days. Here are some creations from a closed beta that I released on Twitter yesterday. 20 people, 3 hours, 1500 gens. I hope you enjoy. More on imgur album.
There is a demo optimizers settings here that uses special settings for the text encoder: https://github.com/victorchall/EveryDream2trainer/blob/main/optimizerSD21.json
- Can we clear up the regularization images concept once and for all?
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Are there any recent, or still relevant, tutorials on training LoRAs within Dreambooth? Any specific / special settings to take advantage of my 4090?
If you have a large dataset of pictures, I'd recommend https://github.com/victorchall/EveryDream2trainer instead of Dreambooth. It has decent documentation (well for an open source project that is) and it has a very nice validation feature (disabled by default) which actually gives you good feedback on how the training is progressing.
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Train a model from 300k images?
EveryDream2 can handle this. They even have tools to help you autocaption using BLIP. https://github.com/victorchall/EveryDream2trainer
- [Dreambooth] The docs for this Dreambooth-like trainer, Everydream2
- Resources for artists interesting in using StableDiffusion as a tool?
- Is Joe Penna's DreamBooth still the best option for training photorealistic persons or faces?
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Can we identify most Stable Diffusion Model issues with just a few circles?
I recoment EveryDream2 for training, it has a lot of nice features. I'm not sure there is a proper manual to learn how to train, but there is a lot of information available. I have been learning this subjects for a few months myself.
IOPaint
- IOPaint: Image inpainting tool powered by SOTA. Erase and replace objects/people
- FLaNK Stack Weekly 12 February 2024
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ADetailer signature model
„Inpaint anything“ and „cleaner“ extension can remove text or anything you mark, if you are on A1111 webui, you can install them from extension tab. Standalone , there is lama cleaner , https://github.com/Sanster/lama-cleaner
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OptiClean: A native macOS inpainting app that helps you quickly clean up your images in seconds
This is an app developed from my other open source side project Lama Cleaner.
- Show HN: Open-source background removal in the browser
- ITAP of a bull and a bee
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Few questions about LoRA (face training)
When you're training, the model learns things you don't prompt for, like the face you want, but it also learns things that don't change much, even if prompted. So if there is a necklace there, it'll learn that something goes in the neck area. You might look into Lama Cleaner to remove the necklaces without messing anything else up.
- Câți dintre voi deja folosiți A.I? Si pentru ce?
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Image watermark remover?
I prefer Lamar Cleaner: https://github.com/Sanster/lama-cleaner to anything built into A1111.
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UnpromptedControl: Noprompt ControlNet Image Restoration/Object removal, GitHub link in comments
I use Lama Cleaner for stuff like this. Works great and supports all the SD models + Segment Anything, etc etc etc : https://github.com/Sanster/lama-cleaner
What are some alternatives?
ComfyUI - The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
lama - 🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
StableTuner - Finetuning SD in style.
stable-diffusion-ui - Easiest 1-click way to install and use Stable Diffusion on your computer. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image. [Moved to: https://github.com/easydiffusion/easydiffusion]
sd-scripts
EveryDream-trainer - General fine tuning for Stable Diffusion
cleanup.pictures - Code for https://cleanup.pictures
stable-diffusion-webui-wd14-tagger - Labeling extension for Automatic1111's Web UI
OnnxDiffusersUI - UI for ONNX based diffusers
kohya-trainer - Adapted from https://note.com/kohya_ss/n/nbf7ce8d80f29 for easier cloning
auto-sd-paint-ext - Extension for AUTOMATIC1111 to add custom backend API for Krita Plugin & more