Ssgan TensorflowA Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).
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Triple GanSee Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN
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Gans In ActionCompanion repository to GANs in Action: Deep learning with Generative Adversarial Networks
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catgan pytorchUnsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
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Pytorch SrganA modern PyTorch implementation of SRGAN
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UEGAN[TIP2020] Pytorch implementation of "Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network"
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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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St CganDataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"
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Pytorch RlThis repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
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Wassersteingan.tensorflowTensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875
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Image To Image Papers🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)
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ezganAn extremely simple generative adversarial network, built with TensorFlow
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Makegirlsmoe webCreate Anime Characters with MakeGirlsMoe
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Alae[CVPR2020] Adversarial Latent Autoencoders
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Pytorch Mnist Celeba Gan DcganPytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
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Anycost Gan[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
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Tensorflow TutorialTensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
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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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SeqganA simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
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T2fT2F: text to face generation using Deep Learning
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HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
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Cartoongan TensorflowGenerate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.
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GanomalyGANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
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ExposureLearning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.
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GandlfGenerative Adversarial Networks in Keras
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keras-3dganKeras implementation of 3D Generative Adversarial Network.
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DeepFlowPytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"
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DLSSDeep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.
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TextBoxGANGenerate text boxes from input words with a GAN.
Stars: ✭ 50 (-12.28%)
DcganThe Simplest DCGAN Implementation
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Faceswap GanA denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
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SdvSynthetic Data Generation for tabular, relational and time series data.
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Gan PlaygroundGAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.
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IganInteractive Image Generation via Generative Adversarial Networks
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Seq2seq Chatbot For KerasThis repository contains a new generative model of chatbot based on seq2seq modeling.
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SimganImplementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training
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Simgan CaptchaSolve captcha without manually labeling a training set
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ADL2019Applied Deep Learning (2019 Spring) @ NTU
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Textgan PytorchTextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.
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Tensorflow SrganTensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)
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Generative Adversarial NetworksIntroduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
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Cool Fashion Papers👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)
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Pix2pixhdSynthesizing and manipulating 2048x1024 images with conditional GANs
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Awesome GansAwesome Generative Adversarial Networks with tensorflow
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All About The GanAll About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
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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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Fewshot Face Translation GanGenerative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.
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Adversarial video generationA TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
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Context Encoder[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
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MuseganAn AI for Music Generation
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Pggan Pytorch🔥🔥 PyTorch implementation of "Progressive growing of GANs (PGGAN)" 🔥🔥
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InstaganInstaGAN: Instance-aware Image Translation (ICLR 2019)
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CsiGANAn implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things Journal, 2019), which is the semi-supervised Generative Adversarial Network (GAN) for Channel State Information (CSI) -based activity recognition.
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AvatarGANGenerate Cartoon Images using Generative Adversarial Network
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Generative CompressionTensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression
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Ad examplesA collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
Stars: ✭ 641 (+1024.56%)