Pytorch GanA minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks
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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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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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Tensorflow 101TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow
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Deep Face RecognitionOne-shot Learning and deep face recognition notebooks and workshop materials
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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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OwnphotosSelf hosted alternative to Google Photos
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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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Deeplearning深度学习入门教程, 优秀文章, Deep Learning Tutorial
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SeqfaceSeqFace : Making full use of sequence information for face recognition
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Discogan PytorchPyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
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Insightface Just WorksInsightface face detection and recognition model that just works out of the box.
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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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Keraspp코딩셰프의 3분 딥러닝, 케라스맛
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Nn🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
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CartoonifyDeploy and scale serverless machine learning app - in 4 steps.
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Face specific augmFace Renderer to perform Domain (Face) Specific Data Augmentation
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Simgan CaptchaSolve captcha without manually labeling a training set
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Tf TutorialsA collection of deep learning tutorials using Tensorflow and Python
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GanttsPyTorch implementation of GAN-based text-to-speech synthesis and voice conversion (VC)
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Gans In ActionCompanion repository to GANs in Action: Deep learning with Generative Adversarial Networks
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Inverse Style GanLooking up a generative latent vectors from (face) reference images.
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Capsule GanCode for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
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FacerecogFace Recognition using Neural Networks implemented using Keras
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SpherefaceImplementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
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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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PsganPeriodic Spatial Generative Adversarial Networks
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Face RecognitionFace recognition and its application as attendance system
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StarnetStarNet
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Sphereface PlusSphereFace+ Implementation for <Learning towards Minimum Hyperspherical Energy> in NIPS'18.
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CatdcganA DCGAN that generate Cat pictures 🐱💻
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DraganA stable algorithm for GAN training
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Pix2pix FilmAn implementation of Pix2Pix in Tensorflow for use with frames from films
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Gan TutorialSimple Implementation of many GAN models with PyTorch.
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Gan steerabilityOn the "steerability" of generative adversarial networks
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Faceswap GanA denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
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Face ClassificationFace model to classify gender and race. Trained on LFWA+ Dataset.
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SdvSynthetic Data Generation for tabular, relational and time series data.
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T81 558 deep learningWashington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
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HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
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Generative Adversarial NetworksIntroduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
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Face RecognitionDeep face recognition with Keras, Dlib and OpenCV
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Getting Things Done With PytorchJupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
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Fewshot Face Translation GanGenerative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.
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Machine Learning머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
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