Pix2pixbegan.pytorchA pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium 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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Dr Gan By PytorchAn implement of Disentangled Representation Learning GAN for Pose-Invariant Face Recognition
Stars: ✭ 106 (-94.52%)
CartoonifyDeploy and scale serverless machine learning app - in 4 steps.
Stars: ✭ 157 (-91.88%)
FaganA variant of the Self Attention GAN named: FAGAN (Full Attention GAN)
Stars: ✭ 105 (-94.57%)
P2palaPage to PAGE Layout Analysis Tool
Stars: ✭ 147 (-92.4%)
Deep Learning With PythonExample projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
Stars: ✭ 134 (-93.07%)
ExprganFacial Expression Editing with Controllable Expression Intensity
Stars: ✭ 98 (-94.93%)
Cyclegan Vc2Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2
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Lggan[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
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GandissectPytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
Stars: ✭ 1,700 (-12.1%)
TaganAn official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
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Doppelganger[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
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GanimationGANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
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Wasserstein GanChainer implementation of Wasserstein GAN
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HisdOfficial pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).
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DpedSoftware and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
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SpecganSpecGAN - generate audio with adversarial training
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Mlds2018springMachine Learning and having it Deep and Structured (MLDS) in 2018 spring
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CaloganGenerative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
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GanResources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN
Stars: ✭ 2,127 (+9.98%)
Niftynet[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
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GdwctOfficial PyTorch implementation of GDWCT (CVPR 2019, oral)
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GanspaceDiscovering Interpretable GAN Controls [NeurIPS 2020]
Stars: ✭ 1,224 (-36.71%)
Pix2latentCode for: Transforming and Projecting Images into Class-conditional Generative Networks
Stars: ✭ 141 (-92.71%)
Fashion MnistA MNIST-like fashion product database. Benchmark 👇
Stars: ✭ 9,675 (+400.26%)
Generate to adaptImplementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"
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SeganA PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"
Stars: ✭ 82 (-95.76%)
ShapeganGenerative Adversarial Networks and Autoencoders for 3D Shapes
Stars: ✭ 151 (-92.19%)
AshpyTensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.
Stars: ✭ 82 (-95.76%)
Pi Rec🔥 PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. 🔥 图像翻译,条件GAN,AI绘画
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StarnetStarNet
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ArteditingModeling Artistic Workflows for Image Generation and Editing (ECCV 2020)
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The Gan ZooA list of all named GANs!
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Cycle Gan TfReimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.
Stars: ✭ 74 (-96.17%)
Gan VisVisualization of GAN training process
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Msg Gan V1MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)
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Pytorch FidCompute FID scores with PyTorch.
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Data science blogsA repository to keep track of all the code that I end up writing for my blog posts.
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GenevaCode to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"
Stars: ✭ 71 (-96.33%)
Hccg CycleganHandwritten Chinese Characters Generation
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ColorizerAdd colors to black and white images with neural networks (GANs).
Stars: ✭ 69 (-96.43%)
Stylegan.pytorchA PyTorch implementation for StyleGAN with full features.
Stars: ✭ 150 (-92.24%)
DeepnudecliDeepNude Command Line Version With Watermark Removed
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Anime Face Gan KerasA DCGAN to generate anime faces using custom mined dataset
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FrontalizationPytorch deep learning face frontalization model
Stars: ✭ 160 (-91.73%)
VocganVocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network
Stars: ✭ 158 (-91.83%)
Tf Exercise GanTensorflow implementation of different GANs and their comparisions
Stars: ✭ 110 (-94.31%)