StyleGANCppUnofficial implementation of StyleGAN's generator
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AdverseBiNetImproving Document Binarization via Adversarial Noise-Texture Augmentation
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Theano Roi AlignAn implementation of the RoiAlign operation for Theano
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ExermoteUsing Machine Learning to predict the type of exercise from movement data
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IrwGANOfficial pytorch implementation of the IrwGAN for unaligned image-to-image translation
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TganGenerative adversarial training for generating synthetic tabular data.
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vaeganAn implementation of VAEGAN (variational autoencoder + generative adversarial network).
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pytorch-ardaA PyTorch implementation for Adversarial Representation Learning for Domain Adaptation
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tganThe implementation of Temporal Generative Adversarial Nets with Singular Value Clipping
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CadganICML 2019. Turn a pre-trained GAN model into a content-addressable model without retraining.
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UnetganOfficial Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)
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CtganConditional GAN for generating synthetic tabular data.
Stars: ✭ 297 (+64.09%)
tfjs-ganSimple GAN example using tensorflow JS core
Stars: ✭ 56 (-69.06%)
Contrastive Unpaired TranslationContrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Stars: ✭ 822 (+354.14%)
STORN-kerasThis is a STORN (Stochastical Recurrent Neural Network) implementation for keras!
Stars: ✭ 23 (-87.29%)
Pixel2style2pixelOfficial Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"
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MuseganAn AI for Music Generation
Stars: ✭ 794 (+338.67%)
ganbert-pytorchEnhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
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Anogan KerasUnsupervised anomaly detection with generative model, keras implementation
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GAN-Anime-CharactersApplied several Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN and StyleGAN to generate Anime Faces and Handwritten Digits.
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Data Augmentation ReviewList of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.
Stars: ✭ 785 (+333.7%)
NatsrNatural and Realistic Single Image Super-Resolution with Explicit Natural Manifold Discrimination (CVPR, 2019)
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Machine Learning Curriculum💻 Make machines learn so that you don't have to struggle to program them; The ultimate list
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sequence-rnn-pySequence analyzing using Recurrent Neural Networks (RNN) based on Keras
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Gesturegan[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
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Anime InpaintingAn application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复,去马赛克,填补,去瑕疵
Stars: ✭ 761 (+320.44%)
py-msa-kdenlivePython script to load a Kdenlive (OSS NLE video editor) project file, and conform the edit on video or numpy arrays.
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DeliganThis project is an implementation of the Generative Adversarial Network proposed in our CVPR 2017 paper - DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data. DeLiGAN is a simple but effective modification of the GAN framework and aims to improve performance on datasets which are diverse yet small in size.
Stars: ✭ 103 (-43.09%)
WGAN-GP-TensorFlowTensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.
Stars: ✭ 42 (-76.8%)
Gans In ActionCompanion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Stars: ✭ 748 (+313.26%)
tiny-pix2pixRedesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture
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Dcgan wgan wgan Gp lsgan sngan rsgan began acgan pggan tensorflowImplementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN
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ArtGANTensorflow codes for our ICIP-17 and arXiv-1708.09533 works: "ArtGAN: Artwork Synthesis with Conditional Categorial GAN" & "Learning a Generative Adversarial Network for High Resolution Artwork Synthesis "
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DeepoSetup and customize deep learning environment in seconds.
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multitask-CycleGANPytorch implementation of multitask CycleGAN with auxiliary classification loss
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CharacterGANCharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)
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Fewshot Face Translation GanGenerative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.
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VideoganGenerating Videos with Scene Dynamics. NIPS 2016.
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Gail TfTensorflow implementation of generative adversarial imitation learning
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Text To ImageText to image synthesis using thought vectors
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Edge ConnectEdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
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Deep SvddRepository for the Deep One-Class Classification ICML 2018 paper
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LivianetThis repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"
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TrojannnTrojan Attack on Neural Network
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Feel The KernGenerating proportional fonts with deep learning
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AgentnetDeep Reinforcement Learning library for humans
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