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Top 23 Python Gan Projects
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nn
๐งโ๐ซ 60+ Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
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Project mention: Deep Live Cam: Real-Time Face Swapping and One-Click Video Deepfake Tool | news.ycombinator.com | 2024-08-10
Interesting... This project is built upon "GFPGAN v1.4" (https://github.com/TencentARC/GFPGAN) and "FaceSwap Extension - Automatic 1111 - Proof of Concept" (https://github.com/revolverocelot1/-webui-faceswap-unlocked). The GFPGAN project is grounded on its own in the paper "GFP-GAN: Towards Real-World Blind Face Restoration with Generative Facial Prior" by Wang et al.
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You can manually download and extract the dataset(t10k-images-idx3-ubyte.gz, t10k-labels-idx1-ubyte.gz, train-images-idx3-ubyte.gz and train-labels-idx1-ubyte.gz) from here to data/FashionMNIST/raw/.
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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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StyleTTS2
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
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SinGAN
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
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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?
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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 Gan discussion
Python Gan related posts
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Every webpage deserves to be a place
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Luma AI Dream Machine
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How to generate AI images in ChatGPT-3.5 (free)
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Ask HN: What is the state of the art in AI photo enhancement?
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How do I transfer a face from one image to another image?
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Open source software has gotten a lot better at having smooth swaps. Below is what i got.
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First look at DragGAN - the generative net that allows the user to drag a particular part of an image and shift it to the target place. Try it yourself: https://github.com/.../neural_networks/GAN/draggan.ipynb
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Index
What are some of the best open-source Gan projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | nn | 57,914 |
| 2 | GFPGAN | 36,166 |
| 3 | pytorch-CycleGAN-and-pix2pix | 23,419 |
| 4 | the-gan-zoo | 14,391 |
| 5 | fashion-mnist | 12,009 |
| 6 | Keras-GAN | 9,194 |
| 7 | so-vits-svc-fork | 8,848 |
| 8 | PaddleGAN | 7,951 |
| 9 | TensorLayer | 7,333 |
| 10 | pix2pixHD | 6,703 |
| 11 | gluon-cv | 5,851 |
| 12 | StyleTTS2 | 5,196 |
| 13 | SimSwap | 4,647 |
| 14 | photo2cartoon | 3,969 |
| 15 | ALAE | 3,509 |
| 16 | pytorch-fid | 3,497 |
| 17 | SRGAN | 3,365 |
| 18 | SinGAN | 3,308 |
| 19 | SDV | 2,453 |
| 20 | ailia-models | 2,102 |
| 21 | hifi-gan | 2,015 |
| 22 | Anime2Sketch | 1,961 |
| 23 | mmgeneration | 1,913 |
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