Dreambooth-Stable-Diffusion
improved-aesthetic-predictor
Dreambooth-Stable-Diffusion | improved-aesthetic-predictor | |
---|---|---|
47 | 8 | |
7,383 | 707 | |
- | - | |
0.0 | 3.6 | |
over 1 year ago | 7 months ago | |
Jupyter Notebook | Python | |
MIT License | 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.
Dreambooth-Stable-Diffusion
- Where can I train my own LoRA?
-
I am having an error with ControlNet (RuntimeError: CUDA error: CUBLAS_STATUS_ALLOC_FAILED when calling `cublasCreate(handle)`)
I did search online for an answer, but I am a PC noob, I didn't know what to do when I found this solution in this link: https://github.com/XavierXiao/Dreambooth-Stable-Diffusion/issues/113
- True to life photorealism v2
-
How can to create a custom image generation model?
Do you know some projects or guided tutorials that could help me? How many drawings with the desired style I should then have to give to train the AI model? I found Dreambooth on Stable Diffusion but it seams to be for another use case.
-
How to Make Your Own Anime (Linux/Mac Tutorial follow along)
This seems to be an issue with the code and or the environment itself. There is an open bug for this where some suggestions are p provided by others on how to fix. https://github.com/XavierXiao/Dreambooth-Stable-Diffusion/issues/47
-
AI generated portraits of Myself as different classes: Looking for opinion!
Could you provide some more detail on how this works? Did you just use this GitHub repository or did you put together your own implementation?
- Looking for an AI model to transform a video of me (full body) into an animated avatar. Does something like this exist?
-
Ray Liotta as Tommy Vercetti from GTA Vice City
I think the best way to do this would be to train Dreambooth on a number of photos of Ray Liotta first, and use Stable Diffusion instead. https://github.com/XavierXiao/Dreambooth-Stable-Diffusion
-
Luddites don't have a issue with AI, just that it "steals" from them (it doesn't). But they also have a issue with using your own child's drawings as a reference.
Dreambooth. There are other ways, but that is the gold standard. It takes even more Vram than regular stable diffusion, so if you don't have a very beefy card (e.g. 4090 with 25 GB VRAM) various websites let you do it onlin for a small fee. You then download a new model that has all the old stuff (e.g.the 4 gigabyte SD 1.5 file) plus your new images. Like I said, there are other ways that are easier, but when people show great results they are usually talking about Dreambooth.
-
Bunch of misinformation being spread in this thread
THE CODE (unofficial implementation, for the exact wording stating how little images you need read the paper) is designed with extremely little data in mind. I don't know how else to phrase it dude, do you think the training is a magic black box that runs with snail neurons? If you train a dreambooth model the jupyter ide makes calls to python files, those are the files. That is the code
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?
xformers - Hackable and optimized Transformers building blocks, supporting a composable construction.
waifu-diffusion - stable diffusion finetuned on weeb stuff
stable-diffusion-webui - Stable Diffusion web UI
DiffusionToolkit - Metadata-indexer and Viewer for AI-generated images
SHARK - SHARK - High Performance Machine Learning Distribution
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.
stable-diffusion - Optimized Stable Diffusion modified to run on lower GPU VRAM
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.
StableTuner - Finetuning SD in style.
sd-wildcards - A collection of wildcards for Stable Diffusion
Dreambooth-SD-optimized - Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
stable-diffusion-webui-aesthetic-image-scorer