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Top 15 Python Image Editing Projects
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PaddleGAN
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
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DragGAN
Unofficial Implementation of DragGAN - "Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold" （DragGAN 全功能实现，在线Demo，本地部署试用，代码、模型已全部开源，支持Windows, macOS, Linux） (by OpenGVLab)
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Text2LIVE
Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)
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SDEdit
PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations
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stylegan3-editing
Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" (AIM ECCVW 2022) https://arxiv.org/abs/2201.13433
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DeepSIM
Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
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Stable-Diffusion-Latent-Space-Explorer
Codebase for performing various experiments with Stable Diffusion, supported by the diffusers library.
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GanVinci
Photorealistic human image editing with GANs - Reimplementation of the paper "FEAT: Face Editing with Attention" with additional changes and improvements.
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Project mention: NEW just released AI DragGAN is MIND-BLOWING! Revolutionary way to edit images. | /r/ChatGPT | 2023-06-27
Project mention: Anydoor: Zero Shot Object-level image customization | news.ycombinator.com | 2023-12-25
Project mention: Guiding Instruction-Based Image Editing via Multimodal Large Language Models | news.ycombinator.com | 2024-02-13
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 Image Editing related posts
- DragGAN the fastest preview!
- So Draggan code is finally released
- Is there anything like Drag your GAN in StableDiffusion/ControlNet?
- Unofficial Implementation of DragGAN
- Zeqiang-Lai/DragGAN: Unofficial implementation of "Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold"
- What Photoshop Can't Do, DragGAN Can! See How! Paper Explained, Along with Additional Supplementary Video Footage
- Unofficial Implementation of DragGAN
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Index
What are some of the best open-source Image Editing projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | PaddleGAN | 7,674 |
| 2 | DragGAN | 4,978 |
| 3 | AnyDoor | 3,672 |
| 4 | Paint-by-Example | 959 |
| 5 | Text2LIVE | 849 |
| 6 | SDEdit | 848 |
| 7 | anycost-gan | 768 |
| 8 | stylegan3-editing | 637 |
| 9 | DeepSIM | 418 |
| 10 | Video-P2P | 332 |
| 11 | pytorch_mgie | 320 |
| 12 | sketchedit | 234 |
| 13 | Stable-Diffusion-Latent-Space-Explorer | 185 |
| 14 | Paint-by-Sketch | 167 |
| 15 | GanVinci | 50 |
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