Keras implementations of Generative Adversarial Networks.
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Dec 12, 2022 - Python
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generative-adversarial-networks
Generative adversarial networks (GAN) are a class of generative machine learning frameworks. A GAN consists of two competing neural networks, often termed the Discriminator network and the Generator network. GANs have been shown to be powerful generative models and are able to successfully generate new data given a large enough training dataset.
Here are 163 public repositories matching this topic...
Collection of generative models in Tensorflow
tensorflow gan mnist infogan generative-model vae ebgan generative-adversarial-networks wgan cvae lsgan variational-autoencoder began cgan wgan-gp generative-models dragan acgan fashion-mnist improved-wgan
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Aug 8, 2022 - Python
Learning Chinese Character style with conditional GAN
machine-learning deep-neural-networks deep-learning tensorflow style-transfer deeplearning chinese-characters pix2pix generative-adversarial-networks
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Aug 9, 2019 - Python
A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun
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Feb 6, 2022 - Python
Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
computer-vision deep-learning image-processing gan convolutional-neural-networks generative-adversarial-networks image-enhancement dped
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Dec 17, 2021 - Python
Research Framework for easy and efficient training of GANs based on Pytorch
python machine-learning computer-vision deep-learning python3 pytorch generative-model neural-networks gans generative-adversarial-networks
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Oct 23, 2022 - Python
Generative Adversarial Transformers
transformers attention image-generation gans generative-adversarial-networks compositionality scene-generation
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Jun 14, 2022 - Python
Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699
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Oct 1, 2022 - Python
[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
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Apr 25, 2024 - Python
Speech Enhancement Generative Adversarial Network in TensorFlow
deep-neural-networks deep-learning tensorflow speech gan generative-model generative-adversarial-networks
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Mar 24, 2023 - Python
Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754
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Jan 7, 2024 - Python
[CVPR 2019]: Pluralistic Image Completion
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Jul 29, 2022 - Python
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
python machine-learning pytorch gan dcgan reproducibility gans generative-adversarial-networks cvpr cgan wgan-gp generative-models ssgan sngan cvpr2020 sngan-projection cvpr20 infomax-gan
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Aug 7, 2022 - Python
Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
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Nov 22, 2022 - Python
Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression
machine-learning computer-vision pytorch image-compression generative-adversarial-networks entropy-coding
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May 2, 2023 - Python
Implementation of Papers on Adversarial Examples
deep-learning pytorch adversarial-networks generative-adversarial-networks adversarial-learning adversarial-examples fgsm adversarial-attacks adversarial-images perturbations adversarial-perturbations semantic-adversarial-examples
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Apr 24, 2023 - Python
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
python machine-learning deep-learning pytorch gans generative-adversarial-networks deep-learning-tutorial conditional-gan dc-gan vanilla-gan gan-tutorial generative-adversarial-nets
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Dec 7, 2020 - Python
[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2
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Apr 19, 2023 - Python
Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)
machine-learning computer-vision deep-learning pytorch gan image-generation multi-modal generative-adversarial-networks oasis image-to-image-translation bcai semantic-image-synthesis iclr2021 label-to-image-translation paper-resource
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Nov 8, 2022 - Python
SteganoGAN is a tool for creating steganographic images using adversarial training.
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Mar 23, 2023 - Python
Released June 10, 2014
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