Magic123 vs CrossAttentionControl

Magic123

[ICLR24] Official PyTorch Implementation of Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors (by guochengqian)

Source Code

guochengqian.github.io

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CrossAttentionControl

Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion (by bloc97)

cross-attention Deep Learning diffusion-models stable-diffusion

Source Code

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Magic123		CrossAttentionControl
	Project
2	Mentions	11
1,461	Stars	1,237
-	Growth	-
6.1	Activity	10.0
24 days ago	Latest Commit	over 1 year ago
Jupyter Notebook	Language	Jupyter Notebook
Apache License 2.0	License	MIT 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.

Magic123

Posts with mentions or reviews of Magic123. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-03.

Magic123: One Image to High-Quality 3D Object Generation
1 project | /r/patient_hackernews | 5 Aug 2023

5 projects | news.ycombinator.com | 3 Aug 2023

The code is here, so it seems so: https://github.com/guochengqian/Magic123

CrossAttentionControl

Posts with mentions or reviews of CrossAttentionControl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-20.

"How can I do X?" for image generation.
2 projects | /r/NovelAi | 20 Nov 2022
The Stable Horde now supports img2img as well as multiple models available at the same time. And we just added SD 1.5
2 projects | /r/StableDiffusion | 29 Oct 2022
Is there any way to make Automatic1111 change an image into a different pose/style while keeping the subject of the image in tact?
1 project | /r/sdforall | 13 Oct 2022
Cross Attention Control with Stable Diffusion
1 project | news.ycombinator.com | 13 Oct 2022

1 project | /r/StableDiffusion | 12 Sep 2022
First round of results from the new Cross-Attention paper
1 project | /r/StableDiffusion | 7 Oct 2022

Stable Diffusion implementation of Cross Attention Github page (Legend!): https://github.com/bloc97/CrossAttentionControl
Prompt-to-Prompt Image Editing with Cross Attention Control
1 project | news.ycombinator.com | 12 Sep 2022
Reproducing the method in 'Prompt-to-Prompt Image Editing with Cross Attention Control' with Stable Diffusion
4 projects | /r/StableDiffusion | 10 Sep 2022
Prompt-to-Prompt Image Editing with Cross Attention Control in Stable Diffusion
3 projects | /r/StableDiffusion | 10 Sep 2022

What are some alternatives?

When comparing Magic123 and CrossAttentionControl you can also consider the following projects:

threestudio - A unified framework for 3D content generation.

stable-diffusion-webui - Stable Diffusion web UI

score_sde_pytorch - PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

stable-diffusion

DreamCraft3D - [ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

stable-diffusion-webui - Stable Diffusion web UI [Moved to: https://github.com/Sygil-Dev/sygil-webui]

prolificdreamer - Official code of ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)

nataili - Nataili is a Python library that provides tools for building multimodal AI applications. With its modular design, Nataili makes it easy to use only the tools you need to build custom AI solutions.

score_sde - Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

anima - Turn text into video using Stable Diffusion and Google FILM

MultiDiffusion - Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

diffusers - 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.