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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Tensorflow 101TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow
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HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
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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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CariMe-pytorchUnpaired Caricature Generation with Multiple Exaggerations (TMM 2021)
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Faceswap GanA denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
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Pytorch Nlp NotebooksLearn how to use PyTorch to solve some common NLP problems with deep learning.
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SdvSynthetic Data Generation for tabular, relational and time series data.
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TrainyourownyoloTrain a state-of-the-art yolov3 object detector from scratch!
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ModelsgenesisOfficial Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
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Deep Learning V2 PytorchProjects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
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DeeppicarDeep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor
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favorite-research-papersListing my favorite research papers 📝 from different fields as I read them.
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TET-GAN[AAAI 2019] TET-GAN: Text Effects Transfer via Stylization and Destylization
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Fast PytorchPytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
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Amazon Forest Computer VisionAmazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
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Shapematchinggan[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN
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Tf TutorialsA collection of deep learning tutorials using Tensorflow and Python
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Deeplearning深度学习入门教程, 优秀文章, Deep Learning Tutorial
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Fewshot Face Translation GanGenerative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.
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Gans In ActionCompanion repository to GANs in Action: Deep learning with Generative Adversarial Networks
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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.
Stars: ✭ 738 (+1109.84%)
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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Gan TutorialSimple Implementation of many GAN models with PyTorch.
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CoMoGANCoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.
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Gan steerabilityOn the "steerability" of generative adversarial networks
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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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T81 558 deep learningWashington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
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Ner BertBERT-NER (nert-bert) with google bert https://github.com/google-research.
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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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XlearnTransfer Learning Library
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Simgan CaptchaSolve captcha without manually labeling a training set
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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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Cyclegan QpOfficial PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"
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Discogan PytorchPyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
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Video ClassificationTutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
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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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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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GanttsPyTorch implementation of GAN-based text-to-speech synthesis and voice conversion (VC)
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Teacher Student TrainingThis repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.
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TransferlearningTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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DensedepthHigh Quality Monocular Depth Estimation via Transfer Learning
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Style TransferStyle Transfer - Alia Bhatt (Google Colab)
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Average Word2vec🔤 Calculate average word embeddings (word2vec) from documents for transfer learning
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DraganA stable algorithm for GAN training
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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
Stars: ✭ 438 (+618.03%)
Py Style Transfer🎨 Artistic neural style transfer with tweaks (pytorch).
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