AdvSegLossOfficial Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]
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AvatarGANGenerate Cartoon Images using Generative Adversarial Network
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DeepFlowPytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"
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StyleGANCppUnofficial implementation of StyleGAN's generator
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Tensorflow Mnist Gan DcganTensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.
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Triple GanSee Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN
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Gan steerabilityOn the "steerability" of generative adversarial networks
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Generative adversarial networks 101Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
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IrwGANOfficial pytorch implementation of the IrwGAN for unaligned image-to-image translation
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UnetganOfficial Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)
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P2palaPage to PAGE Layout Analysis Tool
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Tsit[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation
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FrontalizationPytorch deep learning face frontalization model
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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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Tensorflow Infogan🎎 InfoGAN: Interpretable Representation Learning
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FreezedFreeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)
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Anogan TfUnofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
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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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catgan pytorchUnsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
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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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TextBoxGANGenerate text boxes from input words with a GAN.
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GandissectPytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
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Nice Gan PytorchOfficial PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation
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GanimationGANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
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GAN-auto-writeGenerative Adversarial Network that learns to generate handwritten digits. (Learning Purposes)
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ADL2019Applied Deep Learning (2019 Spring) @ NTU
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Anogan KerasUnsupervised anomaly detection with generative model, keras implementation
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ShapeganGenerative Adversarial Networks and Autoencoders for 3D Shapes
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Anime Face Gan KerasA DCGAN to generate anime faces using custom mined dataset
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Stylegan.pytorchA PyTorch implementation for StyleGAN with full features.
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GannotationGANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)
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GAN-Project-2018GAN in Tensorflow to be run via Linux command line
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CycleganSoftware that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
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srganPytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
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IseebetteriSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
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RanksrganICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation
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ArtganArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.
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DraganA stable algorithm for GAN training
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The Gan WorldEverything about Generative Adversarial Networks
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AdganThe Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"
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Tensorflow Mnist Cgan CdcganTensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.
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Mlds2018springMachine Learning and having it Deep and Structured (MLDS) in 2018 spring
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Gan2shapeCode for GAN2Shape (ICLR2021 oral)
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GifGIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
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keras-3dganKeras implementation of 3D Generative Adversarial Network.
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steam-stylegan2Train a StyleGAN2 model on Colaboratory to generate Steam banners.
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