Cool Fashion Papers👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)
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GifGIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
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Mimicry[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
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Gan TutorialSimple Implementation of many GAN models with PyTorch.
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Qualia2.0Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.
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Gan steerabilityOn the "steerability" of generative adversarial 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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Anogan TfUnofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
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RanksrganICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation
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Generative CompressionTensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression
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Gan SandboxVanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.
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CycleganPyTorch implementation of CycleGAN
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Pix2voxSketch-Based 3D Exploration with Stacked Generative Adversarial Networks
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PapersSummaries of machine learning papers
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SwapnetVirtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!
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Wassersteingan.tensorflowTensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875
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Sn GanpyTorch implementation of Spectral Normalization for Generative Adversarial Networks
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Deep learning nlpKeras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
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MunitMultimodal Unsupervised Image-to-Image Translation
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FreezedFreeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)
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Simgan CaptchaSolve captcha without manually labeling a training set
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Gan MnistGenerative Adversarial Network for MNIST with tensorflow
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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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Pytorch RlThis repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
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Adversarial video summaryUnofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)
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Inr GanAdversarial Generation of Continuous Images [CVPR 2021]
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StoryganStoryGAN: A Sequential Conditional GAN for Story Visualization
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IganInteractive Image Generation via Generative Adversarial Networks
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Id CganImage De-raining Using a Conditional Generative Adversarial Network
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TpudcganTrain DCGAN with TPUs on Google Cloud
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Pose2poseThis is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also provided that translates your pose to the trained pose. Everybody dance now !
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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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PhpprojectA pure PHP library for reading and writing project management files
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FaceganTF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model
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Discogan PytorchPyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
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MixupImplementation of the mixup training method
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3d IwganA repository for the paper "Improved Adversarial Systems for 3D Object Generation and Reconstruction".
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Anycost Gan[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
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What I Have ReadPaper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers
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PsganPeriodic Spatial Generative Adversarial Networks
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TorchelieTorchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.
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CaloganGenerative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
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Pix2pixhdSynthesizing and manipulating 2048x1024 images with conditional GANs
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