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Top 23 Python Gan Projects
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Project mention: NMKD Stable Diffusion GUI 1.9.0 is out now, featuring InstructPix2Pix - Edit images simply by using instructions! Link and details in comments. | reddit.com/r/StableDiffusion | 2023-01-24
Download https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.4.pth to Data/gfpgan/gfpgan.pth
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pix2pix (https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) - This is a PyTorch implementation of the pix2pix algorithm for image-to-image translation. Given a set of images, the model can learn to generate a new image from a different domain that is similar to the input image.
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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Project mention: The Paradigm Shift Towards Multimodal AI Jina AI MLOps for Multimodal AI Neural Search and Creative AI | dev.to | 2022-12-05
Compared to NLP, I came to the field of computer vision (CV) pretty late. While at Zalando in 2017, I published a paper on the Fashion-MNIST dataset. This dataset is a drop-in replacement of Yann LeCun's original MNIST dataset from 1990 (a set of simple handwritten digits for benchmarking computer vision algorithms.) The original MNIST dataset was too trivial for many algorithms – shallow learning algorithms such as logistic regression, decision trees, and support vector machines could easily hit 90% accuracy, leaving little room for deep learning algorithms to shine.
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Project mention: Introduction to ‘TensorLayer’: A Python-based Versatile Deep Learning Library Designed for Machine Learning Researchers | reddit.com/r/Python | 2022-02-20
Github: https://github.com/tensorlayer/TensorLayer
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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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Project mention: How do I run more than 200 epochs in training a Pix2PixHD model? | reddit.com/r/MLQuestions | 2022-08-11
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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Project mention: Does anyone know how to zoom in on a photo and make a small part of the detail clearer? Everything I’ve tried just makes it blurry? | reddit.com/r/AskUK | 2022-06-15
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Or maybe this: https://github.com/neuralchen/SimSwap
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https://github.com/mseitzer/pytorch-fid for example this here. The code is quite clean and clear
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Project mention: Question about implementing RL algorithms | reddit.com/r/reinforcementlearning | 2022-11-19
In the lightning-bolts repository, they implement the different RL algorithms, such as PPO and DQN, as different models. Would it make more sense to have the different algorithms be the Trainer instead? Inside each of the implementations, the model creates the same neural network with different training steps.
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Project mention: MMDeploy: Deploy All the Algorithms of OpenMMLab | reddit.com/r/u_Allent_pjlab | 2022-11-21
MMGeneration: OpenMMLab image and video generative models toolbox.
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Project mention: [P] A collection of pre-trained, state-of-the-art AI models | reddit.com/r/MachineLearning | 2022-05-21
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PaddleViT
:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
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pytorch-pretrained-BigGAN
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
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gangealing
Official PyTorch Implementation of GAN-Supervised Dense Visual Alignment (CVPR 2022 Oral, Best Paper Finalist)
Project mention: GANgealing: GAN-Supervised Dense Visual Alignment | news.ycombinator.com | 2022-04-07 -
Project mention: keras.layers.conv1d vs libs.ops.conv1d.Conv1D | reddit.com/r/learnmachinelearning | 2022-04-13
For context, I'm trying to translate the following into Kera's API essentially: https://github.com/brannondorsey/PassGAN/blob/master/models.py.
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Python Gan related posts
- I made Lisa-nee TTS (Imai Lisa)
- NMKD Stable Diffusion GUI 1.9.0 is out now, featuring InstructPix2Pix - Edit images simply by using instructions! Link and details in comments.
- [D] Question about using diffusion to denoise images
- my wife passed away 3 years ago next month and this is my absolute most favorite picture of her. there's a slight discoloration above her right eyebrow, if somebody could get rid of that for me I would be so grateful
- I'm looking for an AI Art generator from images
- Seamless textures with SD and PBR maps with a pix2pix cGAN
- Automatic1111's Stable Diffusion WebUI Easy Installer & Cool Launcher (Windows)
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A note from our sponsor - #<SponsorshipServiceOld:0x00007fea59753500>
www.saashub.com | 9 Feb 2023
Index
What are some of the best open-source Gan projects in Python? This list will help you:
Project | Stars | |
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1 | GFPGAN | 26,245 |
2 | pytorch-CycleGAN-and-pix2pix | 19,151 |
3 | the-gan-zoo | 12,934 |
4 | fashion-mnist | 10,566 |
5 | TensorLayer | 7,133 |
6 | PaddleGAN | 6,443 |
7 | pix2pixHD | 6,037 |
8 | ALAE | 3,376 |
9 | SRGAN | 2,892 |
10 | SimSwap | 2,685 |
11 | pytorch-fid | 2,151 |
12 | Anime2Sketch | 1,640 |
13 | Advanced-Deep-Learning-with-Keras | 1,476 |
14 | lightning-bolts | 1,467 |
15 | mmgeneration | 1,303 |
16 | SDV | 1,268 |
17 | ailia-models | 1,213 |
18 | HyperGAN | 1,171 |
19 | hifi-gan | 1,080 |
20 | PaddleViT | 1,049 |
21 | pytorch-pretrained-BigGAN | 965 |
22 | gangealing | 947 |
23 | PassGAN | 827 |