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Top 23 generative-adversarial-network Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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CycleGAN
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
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lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
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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, for text-to-image generation, image/video restoration/enhancement, etc.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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stylegan2-pytorch
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
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PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
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faceswap-GAN
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
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generative_inpainting
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
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pixel2style2pixel
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
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edge-connect
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
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contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
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This is an Extension that integrates Bringing Old Photos Back to Life, an old photo restoration algorithm, into the Automatic1111 Webui, as suggested by this post. User can process a photo, then send it to img2img or Inpaint for further refinement.
Project mention: Any work on Style transfer using Stable Diffusion based on image-mask pairs similar to Pix2Pix | /r/StableDiffusion | 2023-08-29I have previously worked on retraining Pix2Pix GAN for image-to-image style transfer retrained with image-mask pairs. I expect Stable Diffusion to be better than Pix2Pix, but the problem sounds like something that should have been tackled already. I am familiar with text-based instructions for style transfer using SD (Instruct Pix2Pix), but retraining with image-mask pairs should provide better results. Does anyone know if anything that like exists already? Reference for Pix2Pix https://phillipi.github.io/pix2pix/
Project mention: Can someone please help me with inpainting settings to remove the subject from this image? I want to rebuild as much of the original background as possible. | /r/StableDiffusion | 2023-07-03You could try to use ControlNet inpaint+lama locally, but results aren't as good in my experience. Or you could try local install of lama directly, but the setup process isn't very smooth.
Project mention: Wikipedia No Longer Considers CNET "Generally Reliable" Source After AI Scandal | news.ycombinator.com | 2024-02-29
Can someone help me understand the licensing of this?
https://github.com/sdv-dev/SDV/blob/main/LICENSE
It was MIT licensed up until 2022 where it was changed to what it is now, where they say that it will become MIT again 4 years after release... but is that from when the license was changed or the first release of the software in GitHub?
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).
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A note from our sponsor - SaaSHub
www.saashub.com | 27 Apr 2024
Index
What are some of the best open-source generative-adversarial-network projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | pytorch-CycleGAN-and-pix2pix | 21,998 |
| 2 | Bringing-Old-Photos-Back-to-Life | 14,440 |
| 3 | the-gan-zoo | 14,007 |
| 4 | CycleGAN | 12,132 |
| 5 | pix2pix | 9,859 |
| 6 | lama | 7,165 |
| 7 | mmagic | 6,570 |
| 8 | pix2pixHD | 6,521 |
| 9 | gans-awesome-applications | 4,857 |
| 10 | stylegan2-pytorch | 3,613 |
| 11 | ALAE | 3,494 |
| 12 | PyTorch-StudioGAN | 3,363 |
| 13 | faceswap-GAN | 3,328 |
| 14 | generative_inpainting | 3,155 |
| 15 | pixel2style2pixel | 3,107 |
| 16 | pytorch-fid | 3,065 |
| 17 | Diffusion-Models-Papers-Survey-Taxonomy | 2,659 |
| 18 | edge-connect | 2,474 |
| 19 | SDV | 2,141 |
| 20 | contrastive-unpaired-translation | 2,102 |
| 21 | CelebAMask-HQ | 1,956 |
| 22 | Anime2Sketch | 1,888 |
| 23 | Awesome-Text-to-Image | 1,866 |
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