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Top 12 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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mmagic
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, image/video restoration/enhancement, etc.
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Sonar
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DragGAN
Online Demo and 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 Zeqiang-Lai)
Project mention: Is there anything like Drag your GAN in StableDiffusion/ControlNet? | /r/StableDiffusion | 2023-06-04there's an unofficial build with links to some other formats as well: https://github.com/Zeqiang-Lai/DragGAN
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Text2LIVE
Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)
Project mention: The new neural network from NVIDIA can apply special effects to video using simple text commands. | /r/callabacloud | 2023-01-31The source code of the neural network can be found on GitHub: https://github.com/omerbt/Text2LIVE
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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
Project mention: Combining Stylegan3 editing and Disco Diffusion to generate human faces | /r/DiscoDiffusion | 2022-06-16 -
InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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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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Project mention: /aint-by-Sketch: Stable Diffusion-based image manipulation method with a sketch and reference image | /r/aigamedev | 2023-04-23
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Stable-Diffusion-Latent-Space-Explorer
Codebase for performing various experiments with Stable Diffusion, supported by the diffusers library.
Project mention: Stable Diffusion Latent Space Explorer for conducting research experiments (supports txt2img, img2img & inpaint models) - beginner friendly with included tutorial | /r/opensource | 2023-04-22 -
GanVinci
Photorealistic human image editing with GANs - Reimplementation of the paper "FEAT: Face Editing with Attention" with additional changes and improvements.
Project mention: Photorealistic text guided human image editing using attention with GANs | /r/coding | 2023-01-14
Python Image Editing related posts
- 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
- Unofficial Implementation of DragGAN
- /aint-by-Sketch: Stable Diffusion-based image manipulation method with a sketch and reference image
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A note from our sponsor - Sonar
www.sonarsource.com | 7 Jun 2023
Index
What are some of the best open-source Image Editing projects in Python? This list will help you:
Project | Stars | |
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1 | PaddleGAN | 6,995 |
2 | mmagic | 4,854 |
3 | DragGAN | 3,609 |
4 | anycost-gan | 741 |
5 | Text2LIVE | 700 |
6 | SDEdit | 649 |
7 | stylegan3-editing | 575 |
8 | DeepSIM | 397 |
9 | sketchedit | 223 |
10 | Paint-by-Sketch | 124 |
11 | Stable-Diffusion-Latent-Space-Explorer | 120 |
12 | GanVinci | 41 |