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Top 14 Jupyter Notebook diffusion 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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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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Rerender_A_Video
[SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation
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paint-with-words-sd
Implementation of Paint-with-words with Stable Diffusion : method from eDiff-I that let you generate image from text-labeled segmentation map.
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blended-diffusion
Official implementation for "Blended Diffusion for Text-driven Editing of Natural Images" [CVPR 2022]
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diffusers-interpret
Diffusers-Interpret 🤗🧨🕵️♀️: Model explainability for 🤗 Diffusers. Get explanations for your generated images.
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infinite-zoom-stable-diffusion
resources for creating Ininite zoom video using Stable Diffiusion, you can use multiple prompts and it is easy to use.
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PyVaporation
The solution for modelling pervaporation membrane performance based on experimental data
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doohickey
Doohickey is a stable diffusion tool for technical artists who want to stay up-to-date with the latest developments in the field.
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paper-implementations
Attempts to implement various deep learning, computer vision papers. (by quickgrid)
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Diffusion unet has an "extended" version nowadays that applies to the resnet part as well as the cross-attention: https://github.com/cloneofsimo/lora
Project mention: List of Stable Diffusion research softwares that I don't think gotten widespread adoption. | /r/StableDiffusion | 2023-12-10https://github.com/williamyang1991/Rerender_A_Video -
Project mention: New Kandinsky 2.2 was released. Now with controlnets and code for lora fine-tuning. | /r/StableDiffusion | 2023-07-13
Editing models in seconds. This is an upgrade to the lora sliders (https://erasing.baulab.info and https://github.com/p1atdev/LECO) but faster training with no damage to the model prior knowledge! Check out their code: https://github.com/rohitgandikota/unified-concept-editing
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 related posts
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Go is bigger than crab!
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Rerender A Video – Prisma type style transfer for Videos
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Stability AI releases its latest image-generating model, Stable Diffusion XL 1.0
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New Kandinsky 2.2 was released. Now with controlnets and code for lora fine-tuning.
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How it feels right now
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AI to morph multiple images together, does it exist?
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LoRA tuning in julia
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A note from our sponsor - SaaSHub
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Index
What are some of the best open-source diffusion projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | lora | 6,616 |
| 2 | mmagic | 6,588 |
| 3 | Rerender_A_Video | 2,887 |
| 4 | Kandinsky-2 | 2,695 |
| 5 | paint-with-words-sd | 618 |
| 6 | daam | 603 |
| 7 | blended-diffusion | 522 |
| 8 | blended-latent-diffusion | 511 |
| 9 | LECO | 290 |
| 10 | diffusers-interpret | 259 |
| 11 | infinite-zoom-stable-diffusion | 79 |
| 12 | PyVaporation | 71 |
| 13 | doohickey | 39 |
| 14 | paper-implementations | 3 |
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