improved-aesthetic-predictor
SD-Chad
improved-aesthetic-predictor | SD-Chad | |
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8 | 2 | |
717 | 97 | |
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3.6 | 10.0 | |
7 months ago | over 1 year ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
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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.
SD-Chad
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ComfiUI agents for automated promting, Art Direction, Critic, etc,
I'm not familiar with nodeGPT but if it's an LLM like most, and if it can accept images, then it's usually ok at identifying parts of an image, things like style, content etc. What it's not good at is rating it, for that you need what's usually called an ascetic scorer, which some are ok, the one that comes to mind first is https://github.com/grexzen/SD-Chad there are others but I can't remember them off the top of my head. This could be used as your critic module I suppose.
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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 "
What are some alternatives?
waifu-diffusion - stable diffusion finetuned on weeb stuff
sd-wildcards - A collection of wildcards for Stable Diffusion
DiffusionToolkit - Metadata-indexer and Viewer for AI-generated images
sd-webui-ar - Select img aspect ratio from presets in sd-webui
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.
Config-Presets - Extension for Automatic1111
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-stable-horde-worker - Stable Horde Unofficial Worker Bridge as Stable Diffusion WebUI (AUTOMATIC1111) Extension
stable-diffusion-webui-stable-horde - Stable Horde client for AUTOMATIC1111's Stable Diffusion Web UI
stable-diffusion-webui-aesthetic-image-scorer
sd_auto_fix - Fine, I'll just put my pull requests here.