15 best Python Image Generator libraries in 2024
by naveen.kumar@openweaver.com 
Updated: Mar 9, 2023
Guide Kit
Since Python 2.6, the Python Imaging Library (PIL) has supported a variety of image file formats. However, it's not the best image processing library to work with. That's why Python developers are turning to Pillow — an actively maintained fork of PIL that adds new features and supports Python 3. Image processing is one of the most complicated fields in the computer vision. It has so many applications in virtually every field. Image processing involves modifying or improving an existing image. If you want to work with images in Python, then you need to read this guide. We've listed 15 of the best Python Image Generator libraries for you to use in your next project.
deep-dazeby lucidrains
4394 Version:0.11.1Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun
deep-dazeby lucidrains
Python 4394 Version:0.11.1 License: Permissive (MIT)
iGANby junyanz
3937 Version:CurrentInteractive Image Generation via Generative Adversarial Networks
iGANby junyanz
Python 3937 Version:Current License: Permissive (MIT)
python-qrcodeby lincolnloop
3703 Version:CurrentPython QR Code image generator
python-qrcodeby lincolnloop
Python 3703 Version:Current License: Others (Non-SPDX)
PyTorch-StudioGANby POSTECH-CVLab
3173 Version:v.0.4.0StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
PyTorch-StudioGANby POSTECH-CVLab
Python 3173 Version:v.0.4.0 License: Others (Non-SPDX)
big-sleepby lucidrains
2496 Version:0.9.1A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun
big-sleepby lucidrains
Python 2496 Version:0.9.1 License: Permissive (MIT)
BlenderProcby DLR-RM
2045 Version:v2.4.1A procedural Blender pipeline for photorealistic training image generation
BlenderProcby DLR-RM
Python 2045 Version:v2.4.1 License: Strong Copyleft (GPL-3.0)
lightweight-ganby lucidrains
1524 Version:1.1.1Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two
lightweight-ganby lucidrains
Python 1524 Version:1.1.1 License: Permissive (MIT)
domain-transfer-networkby yunjey
853 Version:CurrentTensorFlow Implementation of Unsupervised Cross-Domain Image Generation
domain-transfer-networkby yunjey
Python 853 Version:Current License: Permissive (MIT)
CogViewby THUDM
1386 Version:CurrentText-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
CogViewby THUDM
Python 1386 Version:Current License: Permissive (Apache-2.0)
fast-pixel-cnnby PrajitR
460 Version:CurrentSpeed up PixelCNN++ image generation by up to a 183 times
fast-pixel-cnnby PrajitR
Python 460 Version:Current License: Permissive (MIT)
bat-countryby jrosebr1
247 Version:CurrentA lightweight, extendible, easy to use Python package for deep dreaming and image generation with Caffe and CNNs.
bat-countryby jrosebr1
Python 247 Version:Current License: Permissive (MIT)
self-conditioned-ganby stevliu
117 Version:CurrentDiverse Image Generation via Self-Conditioned GANs
self-conditioned-ganby stevliu
Python 117 Version:Current License: Permissive (MIT)
random_faceby bes-dev
173 Version:2021.07.21.1A simple python library for fast image generation of people who do not exist.
random_faceby bes-dev
Python 173 Version:2021.07.21.1 License: Permissive (Apache-2.0)
numpy-mandelbrotby ChrisCalderon
0 Version:CurrentA Mandelbrot image generator written in Python using numpy and pypng.
numpy-mandelbrotby ChrisCalderon
Python 0 Version:Current License: Strong Copyleft (GNU GPLv3)