latentblending
Create butter-smooth transitions between prompts, powered by stable diffusion (by lunarring)
prompt-to-prompt | latentblending | |
---|---|---|
18 | 17 | |
2,848 | 314 | |
1.7% | 0.6% | |
3.7 | 8.7 | |
3 months ago | about 1 month ago | |
Jupyter Notebook | Python | |
Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
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.
prompt-to-prompt
Posts with mentions or reviews of prompt-to-prompt.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-24.
- Has google prompt-to-prompt / Cross Attention Control ever been implemented as a plugin for ComfyUI or Automatic1111?
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[D] CFG role in diffusion vs autoregressive transformers
Found relevant code at https://github.com/google/prompt-to-prompt + all code implementations here
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Auto1111 Fork with pix2pix
Null text inversion produces almost a perfect textual inversion, and then allows you to edit it with a prompt, like instruct2pix. https://github.com/google/prompt-to-prompt
- Are there ways to use img2img without manually inpainting the clothes of a person I order to change the type of clothing or color of it, etc. I saw a few people here who were able to detect clothing automatically, any advice is welcome 🙏🏼
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Artists Tomorrow
First we had Google's prompt to prompt https://github.com/google/prompt-to-prompt
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Backgrounds HATE me?
Narratives can also work, like "walking down forest path". However, it'll be difficult to keep the character positioned the way you want with that. If you're a techie somewhat, you can try to use https://github.com/google/prompt-to-prompt to generate someone you like and then see if you can get a better background without changing the character.
- Anybody here looked into and wanna share the major deviations (if any) between Google's implementation of prompt2prompt vs Doggettx's implementation (which was included in Automatic1111's repo as "Prompt Editing" feature)?
- I did not expect it, but that's the reality now
- Prompt-to-Prompt: Latent Diffusion and Stable Diffusion Implementation
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[R] can diffusion model be used for domain adaptation?
Google has a nice paper on text-guided image2image translation by inferring the (random) init image and changing the prompt: https://github.com/google/prompt-to-prompt
latentblending
Posts with mentions or reviews of latentblending.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-10.
- Introducing Steerable Motion v. 1.0, a ComfyUI custom node for steering videos using batches of images
- Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
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A quick visual guide to what's actually happening when you generate an image with Stable Diffusion
So it ought to be pretty easy to implement latent blending on source and target images which were not generated by SD?
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Next frame prediction with ControlNet
latent blending: https://github.com/lunarring/latentblending This one has a lot of potential, since it can be used to transition from one prompt to the next. It interpolates between the prompst and also the image latents themselves.
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Bridge Remodeling Takes a Trippy Turn
you can stay tuned also on twitter https://twitter.com/j_stelzer or github https://github.com/lunarring/latentblending/
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Mindfuck animation
yip, long interpolation using experimental version of latent blending (https://github.com/lunarring/latentblending/). you will be able to do this yourself very soon with a nice gradio UI.
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Music video I made using Stable Diffusion + the "latent blending" technique
Github: https://github.com/lunarring/latentblending/
- So is SD ever going to get a 'blend' function like midjourney pulled off, or is mixing images like that never going to happen...
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Fine-tuned a multi-subject model using EveryDream then created some videos morphing between the subjects using latent blending
Generated some images using that model and picked ones that had similar composition to create the videos using latent blending: https://github.com/lunarring/latentblending/
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Auto1111 Fork with pix2pix
Latent blending is a amazing, and produces effects quite different to the available extensions. https://github.com/lunarring/latentblending
What are some alternatives?
When comparing prompt-to-prompt and latentblending you can also consider the following projects:
jukebox - Code for the paper "Jukebox: A Generative Model for Music"
stable-diffusion-webui-pix2pix - Stable Diffusion web UI
cycle-diffusion - [ICCV 2023] A latent space for stochastic diffusion models
course22p2 - course.fast.ai 2022 part 2
StyleGAN-nada
StableTuner - Finetuning SD in style.
stable-diffusion-webui - Stable Diffusion web UI
instruct-pix2pix
stylegan2-pytorch - Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
Next_Frame_Prediction - Predicts the next frame of a series of gifs.
prompt-to-prompt vs jukebox
latentblending vs stable-diffusion-webui-pix2pix
prompt-to-prompt vs cycle-diffusion
latentblending vs course22p2
prompt-to-prompt vs StyleGAN-nada
latentblending vs StableTuner
prompt-to-prompt vs stable-diffusion-webui
latentblending vs instruct-pix2pix
prompt-to-prompt vs stylegan2-pytorch
latentblending vs Next_Frame_Prediction