Jupyter Notebook generative-adversarial-network

Open-source Jupyter Notebook projects categorized as generative-adversarial-network
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Topics: Deep Learning Gan Pytorch Gans Machine Learning
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Top 23 Jupyter Notebook generative-adversarial-network Projects

  • lama

    🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

    Project mention: Can someone please help me with inpainting settings to remove the subject from this image? I want to rebuild as much of the original background as possible. | /r/StableDiffusion | 2023-07-03

    You could try to use ControlNet inpaint+lama locally, but results aren't as good in my experience. Or you could try local install of lama directly, but the setup process isn't very smooth.

  • 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.

    Project mention: More than Editing, Unlock the Magic! | /r/agi | 2023-04-27

  • 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.

  • faceswap-GAN

    A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

  • pixel2style2pixel

    Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

  • ganspace

    Discovering Interpretable GAN Controls [NeurIPS 2020]

  • ydata-synthetic

    Synthetic data generators for tabular and time-series data

    Project mention: Coding Wonderland: Contribute to YData Profiling and YData Synthetic in this Advent of Code | dev.to | 2023-12-05

    Send us your North ⭐️: "On the first day of Christmas, my true contributor gave to me..." a star in my GitHub tree! 🎵 If you love these projects too, star ydata-profiling or ydata-synthetic and let your friends know why you love it so much!

  • stylegan-encoder

    StyleGAN Encoder - converts real images to latent space

  • 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.

  • PTI

    Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744

    Project mention: NEW just released AI DragGAN is MIND-BLOWING! Revolutionary way to edit images. | /r/ChatGPT | 2023-06-27

    you can do it by yourself with specific tool https://github.com/danielroich/PTI. Autor of repository even made Google Colab notebook.

  • stylegan-encoder

    StyleGAN Encoder - converts real images to latent space (by pbaylies)

  • DCT-Net

    Official implementation of "DCT-Net: Domain-Calibrated Translation for Portrait Stylization", SIGGRAPH 2022 (TOG); Multi-style cartoonization

  • IDE-3D

    [SIGGRAPH Asia 2022] IDE-3D: Interactive Disentangled Editing For High-Resolution 3D-aware Portrait Synthesis

  • stylegan2-projecting-images

    Projecting images to latent space with StyleGAN2.

    Project mention: Getting Started with Gemma Models | dev.to | 2024-04-15

    A Colab notebook.

  • gan-vae-pretrained-pytorch

    Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

  • Deep-Learning

    In-depth tutorials on deep learning. The first one is about image colorization using GANs (Generative Adversarial Nets).

  • ganbert-pytorch

    Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

  • climategan

    Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.

  • AvatarGAN

    Generate Cartoon Images using Generative Adversarial Network

  • GAN-Anime-Characters

    Applied several Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN and StyleGAN to generate Anime Faces and Handwritten Digits.

  • GANime-FullBody

    ( ͡° ͜ʖ ͡°) GANime-FullBody 🤖 Full-body Anime Generative model

  • nist-crc-2023

    NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!

    Project mention: Assessing the Quality of Synthetic Data with Data-centric AI | /r/ArtificialInteligence | 2023-07-13

    Data Quality is key for all applications and models, and LLMs are no exception :) I've been working on a small community project with synthetic data using ydata-synthetic, and it really shows! Underrepresentation (category imbalance) and missing data are two of the main issues!

  • pillbox

    Contains implementation of AdVIL, AdRIL, and DAeQuIL algorithms from the ICML '21 Paper Of Moments and Matching.

  • pytorch-gans

    PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

  • paper-implementations

    Attempts to implement various deep learning, computer vision papers. (by quickgrid)

  • SaaSHub

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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). The latest post mention was on 2024-04-15.

Jupyter Notebook generative-adversarial-network related posts

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 7,165
2 mmagic 6,555
3 faceswap-GAN 3,328
4 pixel2style2pixel 3,107
5 ganspace 1,766
6 ydata-synthetic 1,279
7 stylegan-encoder 1,069
8 PTI 881
9 stylegan-encoder 732
10 DCT-Net 702
11 IDE-3D 465
12 stylegan2-projecting-images 282
13 gan-vae-pretrained-pytorch 162
14 Deep-Learning 147
15 ganbert-pytorch 88
16 climategan 67
17 AvatarGAN 61
18 GAN-Anime-Characters 57
19 GANime-FullBody 28
20 nist-crc-2023 27
21 pillbox 21
22 pytorch-gans 20
23 paper-implementations 3

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