Deep Learning With PythonExample projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
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CoMoGANCoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.
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Sketch To Art🖼 Create artwork from your casual sketch with GAN and style transfer
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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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HistoGANReference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).
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CS231nMy solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition
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Cyclegan QpOfficial PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"
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TET-GAN[AAAI 2019] TET-GAN: Text Effects Transfer via Stylization and Destylization
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HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
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Tsit[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation
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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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CartoonifyDeploy and scale serverless machine learning app - in 4 steps.
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Warpgan(CVPR 2019 Oral) Style Transfer with Geometric Deformation
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rudetoxifierCode and data of "Methods for Detoxification of Texts for the Russian Language" paper
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IrwGANOfficial pytorch implementation of the IrwGAN for unaligned image-to-image translation
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GANs-KerasGANs Implementations in Keras
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awesome style transferThe style transfer paper collection in International CV conference
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Image recoloringImage Recoloring Based on Object Color Distributions (Eurographics 2019)
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linguistic-style-transfer-pytorchImplementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
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SANETArbitrary Style Transfer with Style-Attentional Networks
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PerceptualGANPytorch implementation of Image Manipulation with Perceptual Discriminators paper
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lewisOfficial code for LEWIS, from: "LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer", ACL-IJCNLP 2021 Findings by Machel Reid and Victor Zhong
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catgan pytorchUnsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
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ganslateSimple and extensible GAN image-to-image translation framework. Supports natural and medical images.
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deep dreamDeepDream psychodelic image generator.
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videoMultiGANEnd to End learning for Video Generation from Text
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zero-shot-style-transferTensorFlow Implementation of Several Zero-Shot Image Style Transfer Methods
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ZSL-ADACode accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"
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Shakespearizing-Modern-EnglishCode for "Jhamtani H.*, Gangal V.*, Hovy E. and Nyberg E. Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence Models" Workshop on Stylistic Variation, EMNLP 2017
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GAN-RNN Timeseries-imputationRecurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
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VisualMLInteractive Visual Machine Learning Demos.
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pix2pix-tensorflowA minimal tensorflow implementation of pix2pix (Image-to-Image Translation with Conditional Adversarial Nets - https://phillipi.github.io/pix2pix/).
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STYLEROfficial repository of STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech, INTERSPEECH 2021
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favorite-research-papersListing my favorite research papers 📝 from different fields as I read them.
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tf-adainTensorFlow implementation of the paper "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization" by Xun Huang and Serge Belongie
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text2paintingConvert text into beautiful artistic images
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Keras-Style-TransferAn implementation of "A Neural Algorithm of Artistic Style" in Keras
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AdaAttNOfficially unofficial PyTorch re-implementation of paper: AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer, ICCV 2021.
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scrabble-ganAdversarial Generation of Handwritten Text Images
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Music-Style-TransferSource code for "Transferring the Style of Homophonic Music Using Recurrent Neural Networks and Autoregressive Model"
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prismaPrisma
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SeqGAN-PyTorchImplementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch
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wgan-gpPytorch implementation of Wasserstein GANs with Gradient Penalty
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CS231nPyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"
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barracuda-style-transferCompanion code for the Unity Style Transfer blog post, showcasing realtime style transfer using Barracuda.
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