Top 10 Python generative-model Projects

stargan-v2

1 3,418 0.0 Python

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
Blend_My_NFTs

4 991 0.0 Python

Easily generate thousands of 3D models, images, and animation automatically in Blender for free with Blend_My_NFTs.
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autovc

1 961 2.7 Python

AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
pytorch-vqvae

1 781 0.0 Python

Vector Quantized VAEs - PyTorch Implementation
cycle-diffusion

8 513 6.1 Python

[ICCV 2023] A latent space for stochastic diffusion models
pytorch-generative

1 400 3.4 Python

Easy generative modeling in PyTorch.
SDGym

1 242 7.5 Python

Benchmarking synthetic data generation methods.
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consistency-models

6 192 5.6 Python

A Toolkit for OpenAI's Consistency Models.
precision-recall-distributions

1 95 0.0 Python

Assessing Generative Models via Precision and Recall (official repository)
Main

1 60 8.5 Python

Main folder. Material related to my books on synthetic data and generative AI. Also contains documents blending components from several folders, or covering topics spanning across multiple folders.. (by VincentGranville)

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).

Python generative-models related posts

AI is getting scary
2 projects | /r/ChatGPT | 19 Apr 2023
[D] CycleGAN Diffusion equivalent
3 projects | /r/MachineLearning | 13 Apr 2023
Goodbye Diffusion. Hello Consistency. The code for OpenAIs new approach to AI image generation is now available. This one-shot approach, as opposed to the multi-step Gaussian perturbation method of Diffusion, opens the door to real-time AI image generation.
2 projects | /r/singularity | 12 Apr 2023
OpenAI releases Consistency Model for one-step generation
2 projects | news.ycombinator.com | 12 Apr 2023
Consistency Models
1 project | news.ycombinator.com | 12 Apr 2023
[R] Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance + Diffusers and Gradio Demo
1 project | /r/MachineLearning | 13 Nov 2022
Artists say AI image generators are copying their style to make thousands of new images — and it's completely out of their control
7 projects | /r/tech | 16 Oct 2022
A note from our sponsor - SaaSHub
www.saashub.com | 25 Apr 2024

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Index

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

	Project	Stars
1	stargan-v2	3,418
2	Blend_My_NFTs	991
3	autovc	961
4	pytorch-vqvae	781
5	cycle-diffusion	513
6	pytorch-generative	400
7	SDGym	242
8	consistency-models	192
9	precision-recall-distributions	95
10	Main	60