improved-aesthetic-predictor
CLIP+MLP Aesthetic Score Predictor (by christophschuhmann)
sd-wildcards
A collection of wildcards for Stable Diffusion (by mattjaybe)
| improved-aesthetic-predictor | sd-wildcards | |
|---|---|---|
| 8 | 7 | |
| 717 | 253 | |
| - | - | |
| 3.6 | 2.6 | |
| 7 months ago | about 1 year ago | |
| Python | ||
| Apache License 2.0 | Creative Commons Zero v1.0 Universal |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
improved-aesthetic-predictor
Posts with mentions or reviews of improved-aesthetic-predictor.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-22.
- [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-wildcards
Posts with mentions or reviews of sd-wildcards.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-24.
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What SD Wildcard Wisdom Works for You?
mattjaybe/sd-wildcards: A collection of wildcards for Stable Diffusion (github.com)
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Having a blast with ControlNet + Dynamic Prompts (Wildcards)
ControlNet and using wildcards from the Dynamic Prompts extension. I have a bunch of wildcards already made here.
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What are the current must-have extensions for Automatic1111?
I've created a collection of wildcards, with many of them generated by ChatGPT. These make Dynamic Prompts really useful and fun to use.
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I come bearing gifts - Infinite Random RPG Character Portraits with Dynamic Prompts: Explanation and prompt in the comments
I have a bunch more here: https://github.com/mattjaybe/sd-wildcards
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[250+] Wildcards for SD with a major focus on Worldbuilding, character creation (sci-fi, fantasy etc)
Most of these were generated with ChatGPT and I borrowed a few from this repo. You can check that out as well. That repo has some really useful wildcards.
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Still Life Renders using wildcard lists easily generated with ChatGPT. Hints and Tips.
I have a bunch of wildcards created with ChatGPT that I put up on Github if anyone wants to try them out. There are over 170 of them to choose from, including art movements, dresses, sci-fi/fantasy/horror artists, biomes, scenarios, subjects, and more.
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Use ChatGPT to create powerful and useful wildcards with the Dynamic Prompts extension
I've put together a Github repo with more instructions, plus my own collection of 174 wildcards.
What are some alternatives?
When comparing improved-aesthetic-predictor and sd-wildcards you can also consider the following projects:
waifu-diffusion - stable diffusion finetuned on weeb stuff
stable-diffusion-webui-nsfw-censor - stable-diffusion-webui-nsfw-censor
DiffusionToolkit - Metadata-indexer and Viewer for AI-generated images
ComfyUI - The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
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.
sd-dynamic-prompts - A custom script for AUTOMATIC1111/stable-diffusion-webui to implement a tiny template language for random prompt generation
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.
stable-diffusion-webui-aesthetic-image-scorer
ultimate-upscale-for-automatic1111
stable-diffusion-webui-stable-horde - Stable Horde client for AUTOMATIC1111's Stable Diffusion Web UI
improved-aesthetic-predictor vs waifu-diffusion
sd-wildcards vs stable-diffusion-webui-nsfw-censor
improved-aesthetic-predictor vs DiffusionToolkit
sd-wildcards vs ComfyUI
improved-aesthetic-predictor vs stable-diffusion
sd-wildcards vs sd-dynamic-prompts
improved-aesthetic-predictor vs discord-rpc-for-automatic1111-webui
sd-wildcards vs DiffusionToolkit
improved-aesthetic-predictor vs stable-diffusion-webui-aesthetic-image-scorer
sd-wildcards vs ultimate-upscale-for-automatic1111
improved-aesthetic-predictor vs stable-diffusion-webui-stable-horde
sd-wildcards vs stable-diffusion-webui-stable-horde