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15 best Python Image Generator libraries in 2022

by naveen.kumar@openweaver.com Updated: Apr 6, 2022

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

Python star image 4097 Version:0.11.1

License: Permissive (MIT)

Simple 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

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deep-dazeby lucidrains

Python star image 4097 Version:0.11.1 License: Permissive (MIT)

Simple 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
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iGANby junyanz

Python star image 3793 Version:Current

License: Permissive (MIT)

Interactive Image Generation via Generative Adversarial Networks

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iGANby junyanz

Python star image 3793 Version:Current License: Permissive (MIT)

Interactive Image Generation via Generative Adversarial Networks
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python-qrcodeby lincolnloop

Python star image 2889 Version:Current

License: Others (Non-SPDX)

Python QR Code image generator

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python-qrcodeby lincolnloop

Python star image 2889 Version:Current License: Others (Non-SPDX)

Python QR Code image generator
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PyTorch-StudioGANby POSTECH-CVLab

Python star image 2415 Version:v.0.3.0

License: Others (Non-SPDX)

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

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PyTorch-StudioGANby POSTECH-CVLab

Python star image 2415 Version:v.0.3.0 License: Others (Non-SPDX)

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
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big-sleepby lucidrains

Python star image 1697 Version:0.9.1

License: Permissive (MIT)

A 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

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big-sleepby lucidrains

Python star image 1697 Version:0.9.1 License: Permissive (MIT)

A 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
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BlenderProcby DLR-RM

Python star image 1331 Version:Current

License: Strong Copyleft (GPL-3.0)

A procedural Blender pipeline for photorealistic training image generation

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BlenderProcby DLR-RM

Python star image 1331 Version:Current License: Strong Copyleft (GPL-3.0)

A procedural Blender pipeline for photorealistic training image generation
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lightweight-ganby lucidrains

Python star image 1209 Version:0.22.3

License: Permissive (MIT)

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

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lightweight-ganby lucidrains

Python star image 1209 Version:0.22.3 License: Permissive (MIT)

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two
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domain-transfer-networkby yunjey

Python star image 853 Version:Current

License: Permissive (MIT)

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

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domain-transfer-networkby yunjey

Python star image 853 Version:Current License: Permissive (MIT)

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation
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CogViewby THUDM

Python star image 767 Version:Current

License: Permissive (Apache-2.0)

Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".

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CogViewby THUDM

Python star image 767 Version:Current License: Permissive (Apache-2.0)

Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
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fast-pixel-cnnby PrajitR

Python star image 460 Version:Current

License: Permissive (MIT)

Speed up PixelCNN++ image generation by up to a 183 times

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fast-pixel-cnnby PrajitR

Python star image 460 Version:Current License: Permissive (MIT)

Speed up PixelCNN++ image generation by up to a 183 times
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pixrayby dribnet

Python star image 304 Version:Current

License: Others (Non-SPDX)

neural image generation

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pixrayby dribnet

Python star image 304 Version:Current License: Others (Non-SPDX)

neural image generation
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bat-countryby jrosebr1

Python star image 247 Version:Current

License: Permissive (MIT)

A lightweight, extendible, easy to use Python package for deep dreaming and image generation with Caffe and CNNs.

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bat-countryby jrosebr1

Python star image 247 Version:Current License: Permissive (MIT)

A lightweight, extendible, easy to use Python package for deep dreaming and image generation with Caffe and CNNs.
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self-conditioned-ganby stevliu

Python star image 117 Version:Current

License: Permissive (MIT)

Diverse Image Generation via Self-Conditioned GANs

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self-conditioned-ganby stevliu

Python star image 117 Version:Current License: Permissive (MIT)

Diverse Image Generation via Self-Conditioned GANs
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random_faceby bes-dev

Python star image 114 Version:2021.04.10.1

License: Permissive (Apache-2.0)

A simple python library for fast image generation of people who do not exist.

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random_faceby bes-dev

Python star image 114 Version:2021.04.10.1 License: Permissive (Apache-2.0)

A simple python library for fast image generation of people who do not exist.
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numpy-mandelbrotby ChrisCalderon

Python star image 0 Version:Current

License: Strong Copyleft (GNU GPLv3)

A Mandelbrot image generator written in Python using numpy and pypng.

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numpy-mandelbrotby ChrisCalderon

Python star image 0 Version:Current License: Strong Copyleft (GNU GPLv3)

A Mandelbrot image generator written in Python using numpy and pypng.
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