[PR #2489] add joliGEN #1808

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GiteaMirror · 2025-11-06T13:23:37-06:00

GiteaMirror commented

2025-11-06 13:23:37 -06:00

📋 Pull Request Information

Original PR: https://github.com/vinta/awesome-python/pull/2489
Author: @killian31
Created: 7/4/2023
Status: 🔄 Open

Base: master ← Head: patch-1

📝 Commits (2)

d6c5931 add joliGEN
b76b0c9 Merge branch 'master' into patch-1

📊 Changes

1 file changed (+1 additions, -0 deletions)

View changed files

📝 README.md (+1 -0)

📄 Description

What is this Python project?

JoliGEN is an integrated framework for training custom generative AI image-to-image models

Main Features:

JoliGEN implements both GAN and Diffusion models for unpaired and paired image to image translation tasks, including domain and style adaptation with conservation of semantics such as image and object classes, masks, ...
JoliGEN generative AI capabilities are targeted at real world applications such as Controled Image Generation, Augmented Reality, Dataset Smart Augmentation and object insertion, Synthetic to Real transforms.
JoliGEN allows for fast and stable training with astonishing results. A server with REST API is provided that allows for simplified deployment and usage.

What's the difference between this Python project and similar ones?

This project combines various state-of-the-art methods and model architectures for training image-to-image generative models (such as CycleGAN, Palette, Cut...), open-source projects (like Segment Anything), and JoliBrain open-source work.

There isn't really a similar project, at least not that we've heard of.

Anyone who agrees with this pull request could submit an Approve review to it.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/vinta/awesome-python/pull/2489 **Author:** [@killian31](https://github.com/killian31) **Created:** 7/4/2023 **Status:** 🔄 Open **Base:** `master` ← **Head:** `patch-1` --- ### 📝 Commits (2) - [`d6c5931`](https://github.com/vinta/awesome-python/commit/d6c5931d7b6e39896a8b74e1b118140a23182e91) add joliGEN - [`b76b0c9`](https://github.com/vinta/awesome-python/commit/b76b0c9d647c0d817b1e01316ec42969d12e7b49) Merge branch 'master' into patch-1 ### 📊 Changes **1 file changed** (+1 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+1 -0) </details> ### 📄 Description ## What is this Python project? **JoliGEN** is an integrated framework for training custom generative AI image-to-image models Main Features: - JoliGEN implements both **GAN and Diffusion models** for unpaired and paired image to image translation tasks, including domain and style adaptation with conservation of semantics such as image and object classes, masks, ... - JoliGEN generative AI capabilities are targeted at real world applications such as **Controled Image Generation**, **Augmented Reality**, **Dataset Smart Augmentation** and object insertion, **Synthetic to Real** transforms. - JoliGEN allows for fast and stable training with astonishing results. A [**server with REST API**](https://www.joligen.com/doc/server.html#running-joligen-server) is provided that allows for simplified deployment and usage. ## What's the difference between this Python project and similar ones? This project combines various state-of-the-art methods and model architectures for training image-to-image generative models (such as [CycleGAN](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix), [Palette](https://github.com/Janspiry/Palette-Image-to-Image-Diffusion-Models), [Cut](https://github.com/taesungp/contrastive-unpaired-translation)...), open-source projects (like [Segment Anything](https://github.com/facebookresearch/segment-anything)), and [JoliBrain](https://github.com/jolibrain) open-source work. There isn't really a similar project, at least not that we've heard of. Anyone who agrees with this pull request could submit an *Approve* review to it. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2025-11-06 13:23:37 -06:00

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Reference: github-starred/awesome-python#1808