improved-aesthetic-predictor
task-amenability | improved-aesthetic-predictor | |
---|---|---|
2 | 8 | |
13 | 717 | |
- | - | |
1.3 | 3.6 | |
about 1 year ago | 7 months ago | |
Python | Python | |
- | Apache License 2.0 |
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.
task-amenability
-
[D] Is accurately estimating image quality even possible?
The repo: https://github.com/s-sd/task-amenability
-
Data Valuation using Reinforcement Learning
As a sidenote, we have been working on an approach for data valuation which does not require a clean validation set. You can access the paper and code and try that out if you'd like.
improved-aesthetic-predictor
- [D] Is accurately estimating image quality even possible?
-
[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)
-
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]
-
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).
-
[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.
-
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
-
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.
What are some alternatives?
cleanvision - Automatically find issues in image datasets and practice data-centric computer vision.
waifu-diffusion - stable diffusion finetuned on weeb stuff
DiffusionToolkit - Metadata-indexer and Viewer for AI-generated images
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.
sd-wildcards - A collection of wildcards for Stable Diffusion
stable-diffusion-webui-aesthetic-image-scorer
stable-diffusion-webui-stable-horde - Stable Horde client for AUTOMATIC1111's Stable Diffusion Web UI
sd-webui-ar - Select img aspect ratio from presets in sd-webui
sd_auto_fix - Fine, I'll just put my pull requests here.
stable-diffusion-webui - Stable Diffusion web UI
UserScripts - Various userscripts