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Contrastive Unpaired TranslationContrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
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AshpyTensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.
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Ganotebookswgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
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CotatronOfficial code for Cotatron @ INTERSPEECH 2020
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HorovodDistributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
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OpenbotOpenBot leverages smartphones as brains for low-cost robots. We have designed a small electric vehicle that costs about $50 and serves as a robot body. Our software stack for Android smartphones supports advanced robotics workloads such as person following and real-time autonomous navigation.
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OneshottranslationPytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018
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Art DcganModified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.
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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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Best ai paper 2020A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
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ShapeganGenerative Adversarial Networks and Autoencoders for 3D Shapes
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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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Seq2seq tutorialCode For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"
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Visualizingcnn 🙈A PyTorch implementation of the paper "Visualizing and Understanding Convolutional Networks." (ECCV 2014)
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Cyclegan KerasKeras implementation of CycleGAN using a tensorflow backend.
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Keras age genderEasy Real time gender age prediction from webcam video with Keras
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Electra中文 预训练 ELECTRA 模型: 基于对抗学习 pretrain Chinese Model
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GanimationGANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
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Real Time Ml ProjectA curated list of applied machine learning and data science notebooks and libraries across different industries.
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Legacy straightA vocoder framework which had been widely used in research community since 1999.
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Anogan KerasUnsupervised anomaly detection with generative model, keras implementation
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MarianaThe Cutest Deep Learning Framework which is also a wonderful Declarative Language
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Tensorflowtts😝 TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)
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E3d lstme3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond
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Pytorch GanA minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks
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Cutout Random ErasingCutout / Random Erasing implementation, especially for ImageDataGenerator in Keras
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Face Alignment TrainingTraining code for the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.
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Pix2latentCode for: Transforming and Projecting Images into Class-conditional Generative Networks
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MaryttsMARY TTS -- an open-source, multilingual text-to-speech synthesis system written in pure java
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ColorizationAutomatic line art colorization using various types of hint or without hint
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HisdOfficial pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).
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Stylegan.pytorchA PyTorch implementation for StyleGAN with full features.
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Simple Neural NetworkCreating a simple neural network in Python with one input layer (3 inputs) and one output neuron.
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Djl DemoDemo applications showcasing DJL
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All4nlpAll For NLP, especially Chinese.
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Deeplearning NotesNotes for Deep Learning Specialization Courses led by Andrew Ng.
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Electra pytorchPretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)
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EchoPython package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)
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Mlds2018springMachine Learning and having it Deep and Structured (MLDS) in 2018 spring
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Glcic PytorchA High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".
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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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Data science blogsA repository to keep track of all the code that I end up writing for my blog posts.
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Pytorch Dc TtsText to Speech with PyTorch (English and Mongolian)
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IcfaceICface: Interpretable and Controllable Face Reenactment Using GANs
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