generative-model

Open-source projects categorized as generative-model
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Topics: Deep Learning diffusion-models Machine Learning Pytorch generative-adversarial-network
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Top 23 generative-model Open-Source Projects

  • first-order-model

    This repository contains the source code for the paper First Order Motion Model for Image Animation

    • Project mention: Is it possible to sync a lip and facial expression animation with audio in real time? | /r/node | 2023-05-29

  • Awesome-Diffusion-Models

    A collection of resources and papers on Diffusion Models

    • Project mention: Ask HN: How do you catch up to the research of LLMs/Transformers etc.? | news.ycombinator.com | 2023-12-20

    3. https://github.com/diff-usion/Awesome-Diffusion-Models

  • 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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  • jukebox

    Code for the paper "Jukebox: A Generative Model for Music"

    • Project mention: Open Source Libraries | /r/AudioAI | 2023-10-02

    openai/jukebox: Music Generation

  • denoising-diffusion-pytorch

    Implementation of Denoising Diffusion Probabilistic Model in Pytorch

    • Project mention: Commits · lucidrains/denoising-diffusion-pytorch | /r/u_metareflection | 2023-05-24

  • courses

    This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI) (by SkalskiP)

    • Project mention: If you are looking for free courses about AI, LLMs, CV, or NLP, I created the repository with links to resources that I found super high quality and helpful. The link is in the comment. | /r/ChatGPT | 2023-07-02

    I found it: https://github.com/SkalskiP/courses

  • stylegan2-pytorch

    Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

    • Project mention: Wikipedia No Longer Considers CNET "Generally Reliable" Source After AI Scandal | news.ycombinator.com | 2024-02-29

  • ALAE

    [CVPR2020] Adversarial Latent Autoencoders

  • 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.

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  • Diffusion-Models-Papers-Survey-Taxonomy

    Diffusion model papers, survey, and taxonomy

  • SDV

    Synthetic data generation for tabular data

    • Project mention: Synthetic data generation for tabular data | news.ycombinator.com | 2024-02-27

    Can someone help me understand the licensing of this?

    https://github.com/sdv-dev/SDV/blob/main/LICENSE

    It was MIT licensed up until 2022 where it was changed to what it is now, where they say that it will become MIT again 4 years after release... but is that from when the license was changed or the first release of the software in GitHub?

  • DreamCraft3D

    [ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

    • Project mention: AI Image Generator Transforms 2D Images into 3D Images | news.ycombinator.com | 2023-11-07

  • giraffe

    This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields" (by autonomousvision)

  • RAVE

    Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder

    • Project mention: How could you use AI for music inspiration/ideas? | /r/edmproduction | 2023-05-23

    Also, theres new tools like https://github.com/acids-ircam/RAVE which can be used to create new sounds, i feel like the more granular you work with AI on art, the better can help you out. Magentajs is pretty cool! Im still just playing with it but is easy to use so far.

  • kogpt

    KakaoBrain KoGPT (Korean Generative Pre-trained Transformer) (by kakaobrain)

  • ImageReward

    [NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation

    • Project mention: Results of finetuning Avalon TRUvision v2 with image scoring | /r/StableDiffusion | 2023-05-17

    I used Image Reward repo to score generated imaged during training and modified loss function to take score into account.

  • MultiDiffusion

    Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

    • Project mention: Opendream: A Non-Destructive UI for Stable Diffusion | news.ycombinator.com | 2023-08-15

    For composing this approach works pretty well

    https://multidiffusion.github.io/

  • torch-fidelity

    High-fidelity performance metrics for generative models in PyTorch

  • Text2LIVE

    Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)

  • curated-list-of-awesome-3D-Morphable-Model-software-and-data

    The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dagstuhl seminar on 3D Morphable Models https://www.dagstuhl.de/19102 in March 2019.

  • magvit

    Official JAX implementation of MAGVIT: Masked Generative Video Transformer (by google-research)

    • Project mention: Magvit: Masked Generative Video Transformer | news.ycombinator.com | 2023-06-23

    Looks like it's stuck in Google's release review process. Author hopes to publish this week, per https://github.com/MAGVIT/magvit/issues/2#issuecomment-15981...

    ===========

    Lijun-Yu commented Jun 20, 2023

    I hate the delay in the code release due to company review policies... but hopefully it will be out this week during CVPR.

    The initial version will live at https://github.com/google-research/magvit (not yet online as of 06/19), written in Jax/Flax. We are also going to release model weights trained on non-proprietary datasets, along with generated samples, so long as they're approved.

    I'm also happy to help with any potential Pytorch reimplementations.

    ===========

  • nflows

    Normalizing flows in PyTorch

  • Awesome-VAEs

    A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

  • MeshDiffusion

    Official implementation of "MeshDiffusion: Score-based Generative 3D Mesh Modeling" (ICLR 2023 Spotlight)

  • Paella

    Official Implementation of Paella https://arxiv.org/abs/2211.07292v2

    • Project mention: Like Diffusion but Faster: The Paella Model for Fast Image Generation | news.ycombinator.com | 2023-06-26

  • 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).

generative-model related posts

Index

What are some of the best open-source generative-model projects? This list will help you:

Project Stars
1 first-order-model 14,197
2 Awesome-Diffusion-Models 9,986
3 jukebox 7,563
4 denoising-diffusion-pytorch 6,994
5 courses 4,486
6 stylegan2-pytorch 3,613
7 ALAE 3,494
8 Diffusion-Models-Papers-Survey-Taxonomy 2,659
9 SDV 2,117
10 DreamCraft3D 1,793
11 giraffe 1,223
12 RAVE 1,190
13 kogpt 996
14 ImageReward 938
15 MultiDiffusion 903
16 torch-fidelity 870
17 Text2LIVE 849
18 curated-list-of-awesome-3D-Morphable-Model-software-and-data 845
19 magvit 843
20 nflows 800
21 Awesome-VAEs 755
22 MeshDiffusion 735
23 Paella 730

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