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Top 23 Jupyter Notebook image-generation Projects
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VAR
[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation! (by FoundationVision)
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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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Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles. (by JoePenna)
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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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DiffusionFastForward
DiffusionFastForward: a free course and experimental framework for diffusion-based generative models
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stable-diffusion-2-gui
Lightweight Stable Diffusion v 2.1 web UI: txt2img, img2img, depth2img, inpaint and upscale4x.
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semantic-draw
Official code for the CVPR 2025 paper "SemanticDraw: Towards Real-Time Interactive Content Creation from Image Diffusion Models."
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diffusers-interpret
Diffusers-Interpret 🤗🧨🕵️♀️: Model explainability for 🤗 Diffusers. Get explanations for your generated images.
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TargetCLIP
[ECCV 2022] Official PyTorch implementation of the paper Image-Based CLIP-Guided Essence Transfer.
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StyleGAN3-CLIP-notebooks
A collection of Jupyter notebooks to play with NVIDIA's StyleGAN3 and OpenAI's CLIP for a text-based guided image generation.
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Faces2Anime
Faces2Anime: Cartoon Style Transfer in Faces using Generative Adversarial Networks. Masters Thesis 2021 @ NTUST.
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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.
Jupyter Notebook image-generation discussion
Jupyter Notebook image-generation related posts
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New Kandinsky 2.2 was released. Now with controlnets and code for lora fine-tuning.
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NEW just released AI DragGAN is MIND-BLOWING! Revolutionary way to edit images.
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AI to morph multiple images together, does it exist?
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Any free generative AI tool that can combine different images into one?
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80s dystopian Sci-fi Aesthetic with Kandinsky 2.1 Base Model.
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Infinite Zoom extension SD-WebUI [new features]
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Do you think free & open source image generators will get to be as good as Midjourney v5 in the near future?
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Index
What are some of the best open-source image-generation projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | stable-diffusion-webui-colab | 15,932 |
| 2 | VAR | 8,705 |
| 3 | mmagic | 7,423 |
| 4 | OmniGen | 4,328 |
| 5 | Dreambooth-Stable-Diffusion | 3,212 |
| 6 | Kandinsky-2 | 2,811 |
| 7 | ganspace | 1,795 |
| 8 | ru-dalle | 1,646 |
| 9 | MultiDiffusion | 1,055 |
| 10 | DiffusionFastForward | 682 |
| 11 | blended-latent-diffusion | 630 |
| 12 | stable-diffusion-2-gui | 601 |
| 13 | semantic-draw | 589 |
| 14 | PIDM | 503 |
| 15 | naver-webtoon-faces | 291 |
| 16 | diffusers-interpret | 278 |
| 17 | alis | 265 |
| 18 | TargetCLIP | 231 |
| 19 | StyleGAN3-CLIP-notebooks | 213 |
| 20 | HugsVision | 199 |
| 21 | Frido | 114 |
| 22 | Faces2Anime | 108 |
| 23 | infinite-zoom-stable-diffusion | 88 |