improved-aesthetic-predictor
stable-diffusion-webui-stable-horde
| improved-aesthetic-predictor | stable-diffusion-webui-stable-horde | |
|---|---|---|
| 8 | 5 | |
| 717 | 66 | |
| - | - | |
| 3.6 | 10.0 | |
| 7 months ago | about 1 year ago | |
| Python | Python | |
| Apache License 2.0 | GNU Affero General Public License v3.0 |
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improved-aesthetic-predictor
- [D] Is accurately estimating image quality even possible?
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[D] Looking for publicly available generative image datasets labeled with human preferences or scores. Any recommendations?
Perhaps you could use an "aesthetic-evaluator": https://github.com/christophschuhmann/improved-aesthetic-predictor (probably not SoTA but it works)
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What are the current must-have extensions for Automatic1111?
"Calculates aesthetic score for generated images using CLIP+MLP Aesthetic Score Predictor based on Chad Scorer "
- Is there an AI which can judge the “aesthetic potential” of an image? [D]
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Dreamer's Guide to Getting Started w/ Stable Diffusion!
stable-diffusion-v1-2: Resumed from stable-diffusion-v1-1. 515,000 steps at resolution 512x512 on "laion-improved-aesthetics" (a subset of laion2B-en, filtered to images with an original size >= 512x512, estimated aesthetics score > 5.0, and an estimated watermark probability < 0.5. The watermark estimate is from the LAION-5B metadata, the aesthetics score is estimated using an improved aesthetics estimator).
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[P] Waifu-Diffusion: a Stable Diffusion model finetuned on 56k Danbooru images
The data used for fine-tuning has come from a random sample of 56k Danbooru images, which were filtered based on CLIP Aesthetic Scoring where only images with an aesthetic score greater than 6.0 were used.
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Waifu-Diffusion v1-2: A SD 1.4 model finetuned on 56k Danbooru images for 5 epochs
All they've said is they randomly picked 56,000 images that had an aesthetic score greater than 6.0. The score is created by this model. https://github.com/christophschuhmann/improved-aesthetic-predictor
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How to combine stable diffusion with a model which predicts aesthetics score?
Does anyone know how you could combine a model like Aesthetic Score Predictor with stable diffusion? They used this model to filter training images by score. Iit seems like a lot of people just tune their prompt to make images more aesthetic, by adding certain words.
stable-diffusion-webui-stable-horde
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With the recent developments, It looks like AI art is finally beginning to evolve in the right direction
It`s all possible. Have a look into Automatic1111`s Web UI, ControlNet, OpenPose and, if you don`t have a dedicated GPU with at least 8GB of VRAM, or at least 16GB of RAM to use the CPU, you can also use Stable Horde to use the webUI with a peer-to-peer connection, where you`ll only use a fraction of your resources, but you`ll be able to use local AI models with all the bells and whistles that you won`t get from "state-of-the-art" paid services.
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about making a game.
As for recommendations, I believe Stable Horde's Deliberate is a great engine for creating characters and settings, since it's very finetuned for sci-fi/fantasy generation
- Alternatives to Kaggle and Collab?
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What are the current must-have extensions for Automatic1111?
Stable Horde Client script, tab, integrations Stable Horde Client. Generate pictures using other user's PC. Useful if u have no GPU.
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Stable Horde for Web UI
Stable Horde, the distributed Stable Diffusion, is now available on AUTOMATIC1111's Web UI: https://github.com/natanjunges/stable-diffusion-webui-stable-horde
What are some alternatives?
waifu-diffusion - stable diffusion finetuned on weeb stuff
sd-extension-steps-animation - Save Interim Steps as Animation extension for SD WebUI
DiffusionToolkit - Metadata-indexer and Viewer for AI-generated images
batch-face-swap - Automaticaly detects faces and replaces them
stable-diffusion - This version of CompVis/stable-diffusion features an interactive command-line script that combines text2img and img2img functionality in a "dream bot" style interface, a WebGUI, and multiple features and other enhancements.
Lora-for-Diffusers - The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI Generation Researchers🔥
discord-rpc-for-automatic1111-webui - Silent extension (no tab) for AUTOMATIC1111's Stable Diffusion WebUI adding connection to Discord RPC, so it would show a fancy table in the Discord profile.
sd-webui-reactor-force - Fast and Simple Face Swap Extension for StableDiffusion WebUI (A1111, SD.Next, Cagliostro) with NVIDIA GPU Support
sd-wildcards - A collection of wildcards for Stable Diffusion
SD-WebUI-BatchCheckpointPrompt - Test a base prompt with different checkpoints and for the checkpoints specific prompt templates
stable-diffusion-webui-aesthetic-image-scorer
PromptGallery-stable-diffusion-webui - A prompt cookbook worked as stable-diffusion-webui extenstions.