improved-aesthetic-predictor
DiffusionToolkit
improved-aesthetic-predictor | DiffusionToolkit | |
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717 | 674 | |
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3.6 | 9.3 | |
7 months ago | 20 days ago | |
Python | C# | |
Apache License 2.0 | MIT License |
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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.
DiffusionToolkit
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Release Diffusion Toolkit v1.4 · RupertAvery/DiffusionToolkit
Diffusion Toolkit (https://github.com/RupertAvery/DiffusionToolkit) is an image metadata-indexer and viewer for AI-generated images. It aims to help you organize, search and sort your ever-growing collection, using the data that's right there on the images.
- Release Diffusion Toolkit v1.3 · RupertAvery/DiffusionToolkit
- How important is the SD subreddit for me? ====> Well I have a thousand organized bookmarks HELD HOSTAGE by the mods. Can you please make the sub READ ONLY at least?
- What is your personal project (software) right now that keeps your "programming adrenaline" running?
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My widebody AI concept
Awesome thanks, I wouldn't have thought to use 'works" I always do JCW or just (Mini Cooper). FYI you can pull the prompt info from the image of you are using Automatic1111 or vladdiffusion, under PNGinfo tab. If not using those repos, something like this works well: https://github.com/RupertAvery/DiffusionToolkit
What are some alternatives?
waifu-diffusion - stable diffusion finetuned on weeb stuff
stable-diffusion-webui-nsfw-censor - stable-diffusion-webui-nsfw-censor
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.
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.
exiftool - ExifTool meta information reader/writer
sd-wildcards - A collection of wildcards for Stable Diffusion
breadboard - Stable Diffusion Browser for Windows, Mac, and Linux
stable-diffusion-webui-aesthetic-image-scorer
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
sd_auto_fix - Fine, I'll just put my pull requests here.