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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
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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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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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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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
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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
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/
Jupyter Notebook diffusion-models related posts
- SUPIR Full Tutorial + 1 Click 12GB VRAM Windows & RunPod / Linux Installer + Batch Upscale + Comparison With Magnific
- Magic123: One Image to High-Quality 3D Object Generation
- Like Diffusion but Faster: The Paella Model for Fast Image Generation
- Help with Composable-Diffusion
- Using Stable Diffusion's training method for Reverse engineering?
- Why does UniPC sampler use DDIM for Hires Fix?
- [Variational and Diffusion Methods] Minimal standalone example of diffusion model
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A note from our sponsor - WorkOS
workos.com | 19 Apr 2024
Index
What are some of the best open-source diffusion-model projects in Jupyter Notebook? This list will help you:
Project | Stars | |
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1 | mmagic | 6,555 |
2 | Magic123 | 1,451 |
3 | score_sde_pytorch | 1,401 |
4 | score_sde | 1,242 |
5 | CrossAttentionControl | 1,237 |
6 | MultiDiffusion | 894 |
7 | diffae | 758 |
8 | Paella | 730 |
9 | stable-diffusion-aesthetic-gradients | 703 |
10 | audio-diffusion | 645 |
11 | Attend-and-Excite | 624 |
12 | blended-latent-diffusion | 506 |
13 | DiffusionFastForward | 491 |
14 | Wuerstchen | 482 |
15 | PIDM | 453 |
16 | Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch | 429 |
17 | DNA-Diffusion | 330 |
18 | japanese-stable-diffusion | 279 |
19 | Gen-L-Video | 258 |
20 | Self-Attention-Guidance | 189 |
21 | diffusion_models | 152 |