Jupyter Notebook generative-adversarial-network

Open-source Jupyter Notebook projects categorized as generative-adversarial-network

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.

  • 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.

    InfluxDB logo
  • 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

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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

  • 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: AI Strategy Guide: How to Scale AI Across Your Business | dev.to | 2024-05-11

    Model execution is about making your AI model available to the end user. Great results only your laptop or Google Colab notebook won't cut it in a business. The AI model has to integrate with your business IT if it's going to deliver value.

  • 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

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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 related posts

  • NEW just released AI DragGAN is MIND-BLOWING! Revolutionary way to edit images.

    2 projects | /r/ChatGPT | 27 Jun 2023
  • A Recent AI Research Proposes IDE-3D: An Interactive Disentangled Editing Framework for High-Resolution 3D-aware Portrait Synthesis

    1 project | /r/machinelearningnews | 7 Feb 2023
  • The one time it creates legible text

    1 project | /r/StableDiffusion | 27 Nov 2022
  • Charl-e: “Stable Diffusion on your Mac in 1 click”

    8 projects | news.ycombinator.com | 17 Sep 2022
  • Enforcing AE (and/or VAE) latent vector parameters to learn specific features?

    1 project | /r/MLQuestions | 25 Jul 2022
  • VaR GaN: Estimate Value-at-Risk for market risk management using Keras and TensorFlow. Factor and Risk Analysis - star count:58.0

    1 project | /r/algoprojects | 18 Jun 2022
  • VaR GaN: Estimate Value-at-Risk for market risk management using Keras and TensorFlow. Factor and Risk Analysis - star count:58.0

    1 project | /r/algoprojects | 17 Jun 2022
  • A note from our sponsor - SaaSHub
    www.saashub.com | 25 May 2024
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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 7,326
2 mmagic 6,629
3 faceswap-GAN 3,328
4 pixel2style2pixel 3,107
5 ganspace 1,766
6 ydata-synthetic 1,324
7 stylegan-encoder 1,069
8 PTI 883
9 stylegan-encoder 732
10 DCT-Net 713
11 IDE-3D 465
12 stylegan2-projecting-images 288
13 gan-vae-pretrained-pytorch 170
14 Deep-Learning 148
15 ganbert-pytorch 88
16 climategan 68
17 AvatarGAN 62
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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