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Top 23 Jupyter Notebook generative-adversarial-network Projects
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lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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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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faceswap-GAN
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
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pixel2style2pixel
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
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PTI
Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744
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DCT-Net
Official implementation of "DCT-Net: Domain-Calibrated Translation for Portrait Stylization", SIGGRAPH 2022 (TOG); Multi-style cartoonization
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IDE-3D
[SIGGRAPH Asia 2022] IDE-3D: Interactive Disentangled Editing For High-Resolution 3D-aware Portrait Synthesis
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Project mention: Introdução a Visão Computacional - Parte 2: Detecção de Objetos com YOLO 11 | dev.to | 2025-06-08
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Deep-Learning
In-depth tutorials on deep learning. The first one is about image colorization using GANs (Generative Adversarial Nets).
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ganbert-pytorch
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
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climategan
Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.
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GAN-Anime-Characters
Creating Anime Faces using Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN, StyleGAN, StyleGAN2 and StyleGAN3. Top repos on GitHub for AnimeFace GAN Generative AI Models
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Explaining-In-Style-Reproducibility-Study
Re-implementation of the StylEx paper, training a GAN to explain a classifier in StyleSpace, paper by Lang et al. (2021).
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GANime-FullBody
( ͡° ͜ʖ ͡°) GANime-FullBody 🤖 Full-body Anime Generative model from when there's no diffusion
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nist-crc-2023
NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!
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pillbox
Contains implementation of AdVIL, AdRIL, and DAeQuIL algorithms from the ICML '21 Paper Of Moments and Matching.
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pytorch-gans
PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN
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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 generative-adversarial-network discussion
Jupyter Notebook generative-adversarial-network related posts
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NEW just released AI DragGAN is MIND-BLOWING! Revolutionary way to edit images.
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A Recent AI Research Proposes IDE-3D: An Interactive Disentangled Editing Framework for High-Resolution 3D-aware Portrait Synthesis
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The one time it creates legible text
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Charl-e: “Stable Diffusion on your Mac in 1 click”
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Enforcing AE (and/or VAE) latent vector parameters to learn specific features?
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VaR GaN: Estimate Value-at-Risk for market risk management using Keras and TensorFlow. Factor and Risk Analysis - star count:58.0
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VaR GaN: Estimate Value-at-Risk for market risk management using Keras and TensorFlow. Factor and Risk Analysis - star count:58.0
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Index
What are some of the best open-source generative-adversarial-network projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | lama | 8,913 |
| 2 | mmagic | 7,182 |
| 3 | faceswap-GAN | 3,411 |
| 4 | pixel2style2pixel | 3,235 |
| 5 | ganspace | 1,791 |
| 6 | ydata-synthetic | 1,556 |
| 7 | stylegan-encoder | 1,074 |
| 8 | PTI | 925 |
| 9 | DCT-Net | 805 |
| 10 | stylegan-encoder | 748 |
| 11 | IDE-3D | 484 |
| 12 | stylegan2-projecting-images | 299 |
| 13 | gan-vae-pretrained-pytorch | 193 |
| 14 | Deep-Learning | 165 |
| 15 | ganbert-pytorch | 96 |
| 16 | climategan | 79 |
| 17 | GAN-Anime-Characters | 72 |
| 18 | AvatarGAN | 64 |
| 19 | Explaining-In-Style-Reproducibility-Study | 37 |
| 20 | GANime-FullBody | 33 |
| 21 | nist-crc-2023 | 27 |
| 22 | pillbox | 21 |
| 23 | pytorch-gans | 20 |
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