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Top 21 Jupyter Notebook diffusion-model Projects
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mmagic
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
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Magic123
[ICLR24] Official PyTorch Implementation of Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors
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InfluxDB
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score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
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score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
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CrossAttentionControl
Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion
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MultiDiffusion
Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)
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SaaSHub
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stable-diffusion-aesthetic-gradients
Personalization for Stable Diffusion via Aesthetic Gradients 🎨
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audio-diffusion
Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.
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Attend-and-Excite
Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)
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DiffusionFastForward
DiffusionFastForward: a free course and experimental framework for diffusion-based generative models
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Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch
[ECCV 2022] Compositional Generation using Diffusion Models
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DNA-Diffusion
🧬 Generative modeling of regulatory DNA sequences with diffusion probabilistic models 💨
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japanese-stable-diffusion
Japanese Stable Diffusion is a Japanese specific latent text-to-image diffusion model capable of generating photo-realistic images given any text input.
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Gen-L-Video
The official implementation for "Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising".
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Self-Attention-Guidance
Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)
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SaaSHub
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Project mention: Magic123: One Image to High-Quality 3D Object Generation | /r/patient_hackernews | 2023-08-05
Project mention: Opendream: A Non-Destructive UI for Stable Diffusion | news.ycombinator.com | 2023-08-15For composing this approach works pretty well
https://multidiffusion.github.io/
Project mention: DiffAE: How to use AI to make your friends look bald, happy, young, blond, old - you name it! | dev.to | 2023-09-17DiffAE GitHub Repo: The official GitHub repository for DiffAE. Great if you're looking to fork the project or contribute.
Project mention: Like Diffusion but Faster: The Paella Model for Fast Image Generation | news.ycombinator.com | 2023-06-26
Project mention: Like Diffusion but Faster: The Paella Model for Fast Image Generation | news.ycombinator.com | 2023-06-26Fully correct, also the v2 of the paper introduced a model that is bigger and slower, however generates better images. So the 500ms was only for the first model we introduced in v1. I also want to mention our new work as it is very much related to this whole topic of "speeding up models" -> either training or sampling: Würstchen: https://github.com/dome272/wuerstchen/
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook diffusion-models related posts
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SUPIR Full Tutorial + 1 Click 12GB VRAM Windows & RunPod / Linux Installer + Batch Upscale + Comparison With Magnific
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Magic123: One Image to High-Quality 3D Object Generation
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Like Diffusion but Faster: The Paella Model for Fast Image Generation
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Help with Composable-Diffusion
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Using Stable Diffusion's training method for Reverse engineering?
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Why does UniPC sampler use DDIM for Hires Fix?
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[Variational and Diffusion Methods] Minimal standalone example of diffusion model
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A note from our sponsor - InfluxDB
www.influxdata.com | 10 May 2024
Index
What are some of the best open-source diffusion-model projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | mmagic | 6,602 |
| 2 | Magic123 | 1,461 |
| 3 | score_sde_pytorch | 1,401 |
| 4 | score_sde | 1,242 |
| 5 | CrossAttentionControl | 1,237 |
| 6 | MultiDiffusion | 911 |
| 7 | diffae | 771 |
| 8 | Paella | 729 |
| 9 | stable-diffusion-aesthetic-gradients | 703 |
| 10 | audio-diffusion | 654 |
| 11 | Attend-and-Excite | 630 |
| 12 | blended-latent-diffusion | 511 |
| 13 | DiffusionFastForward | 506 |
| 14 | Wuerstchen | 486 |
| 15 | PIDM | 457 |
| 16 | Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch | 431 |
| 17 | DNA-Diffusion | 335 |
| 18 | japanese-stable-diffusion | 279 |
| 19 | Gen-L-Video | 260 |
| 20 | Self-Attention-Guidance | 193 |
| 21 | diffusion_models | 152 |
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