SrganPhoto-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
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Text To ImageGenerative Adversarial Text to Image Synthesis / Please Star -->
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TensorlayerDeep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
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DcganThe Simplest DCGAN Implementation
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PycadlPython package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
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Simgan CaptchaSolve captcha without manually labeling a training set
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T81 558 deep learningWashington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
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Generative ModelsAnnotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
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SeanSEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral)
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DcpdnDensely Connected Pyramid Dehazing Network (CVPR'2018)
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Tensorflow TutorialTensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
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Cat GeneratorGenerate cat images with neural networks
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Mimicry[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
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BasicocrBasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。
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Pytorch RlThis repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
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Seq2seq Chatbot For KerasThis repository contains a new generative model of chatbot based on seq2seq modeling.
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Biggan PytorchPytorch implementation of LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS (BigGAN)
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Gp GanOfficial Chainer implementation of GP-GAN: Towards Realistic High-Resolution Image Blending (ACMMM 2019, oral)
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Generative CompressionTensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression
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MixupImplementation of the mixup training method
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ConsinganPyTorch implementation of "Improved Techniques for Training Single-Image GANs" (WACV-21)
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SdvSynthetic Data Generation for tabular, relational and time series data.
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Wassersteingan.tensorflowTensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875
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GanttsPyTorch implementation of GAN-based text-to-speech synthesis and voice conversion (VC)
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Time Series PredictionA collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter
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SimganImplementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training
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RganRecurrent (conditional) generative adversarial networks for generating real-valued time series data.
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RlzooA Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
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Gan PlaygroundGAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.
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MelganMelGAN vocoder (compatible with NVIDIA/tacotron2)
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Hifi GanHiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis
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IganInteractive Image Generation via Generative Adversarial Networks
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PsganPyTorch code for "PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer" (CVPR 2020 Oral)
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Deblur GanKeras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
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Few Shot Patch Based TrainingThe official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training
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Autogan[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
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Improved Video GanGitHub repository for "Improving Video Generation for Multi-functional Applications"
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Enlightengan[IEEE TIP'2021] "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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ZhihuThis repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
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Gan TimelineA timeline showing the development of Generative Adversarial Networks (GAN).
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Person Reid ganICCV2017 Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro
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Tf.gans ComparisonImplementations of (theoretical) generative adversarial networks and comparison without cherry-picking
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Pytorch SrganA modern PyTorch implementation of SRGAN
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DreampowerDeepNude with DreamNet improvements.
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Pro gan pytorchProGAN package implemented as an extension of PyTorch nn.Module
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Anycost Gan[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
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Makegirlsmoe webCreate Anime Characters with MakeGirlsMoe
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MsganMSGAN: Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR2019)
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T2fT2F: text to face generation using Deep Learning
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