1029 Open Source Pytorch Software Projects
Free and open source pytorch code projects including engines, APIs, generators, and tools.
Huggingface Transformers 35184 ⭐
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Real Time Voice Cloning 20955 ⭐
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Pytorch Handbook 12717 ⭐
Awesome Pytorch List 10843 ⭐
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Deep Learning With Tensorflow Book 10333 ⭐
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
Ncnn 9824 ⭐
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Flairnlp Flair 9455 ⭐
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Chenyuntc Pytorch Book 8032 ⭐
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
Pytorch Lightning 8901 ⭐
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Jaidedai Easyocr 8463 ⭐
Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai
D2l En 7757 ⭐
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
Pretrained Models.pytorch 7291 ⭐
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Nni 7302 ⭐
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
The Incredible Pytorch 7425 ⭐
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Wiseodd Generative Models 6291 ⭐
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Chineseocr_lite 5749 ⭐
超轻量级中文ocr，支持竖排文字识别, 支持ncnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
Mmdnn 4989 ⭐
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
Pytorch Image Models 4923 ⭐
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
Pytorch Cnn Visualizations 4707 ⭐
Pytorch implementation of convolutional neural network visualization techniques
Attention Is All You Need Pytorch 4394 ⭐
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Yet Another Efficientdet Pytorch 4051 ⭐
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
Mmf 3890 ⭐
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
Deep Learning V2 Pytorch 3706 ⭐
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Semantic Segmentation Pytorch 3494 ⭐
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
Udacity Deep Reinforcement Learning 3455 ⭐
Repo for the Deep Reinforcement Learning Nanodegree program
D2l Pytorch 3450 ⭐
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
Distiller 3176 ⭐
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller
Huggingface Nlp 4342 ⭐
🤗 Fast, efficient, open-access datasets and evaluation metrics for Natural Language Processing and more in PyTorch, TensorFlow, NumPy and Pandas
Ignite 3094 ⭐
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
Deepspeed 3566 ⭐
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Onnxruntime 3394 ⭐
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Pytorch Unet 2960 ⭐
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Albert_zh 2885 ⭐
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
Deep Learning Model Convertor 2781 ⭐
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
Detectron.pytorch 2751 ⭐
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
3Ddfa 2785 ⭐
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
Rasbt Deep Learning Book 2672 ⭐
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Simple Faster Rcnn Pytorch 2726 ⭐
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Tts 2715 ⭐
:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
Artificial Intelligence Deep Learning Machine Learning Tutorials 2571 ⭐
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Nlp Architect 2509 ⭐
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Deepnlp Models Pytorch 2498 ⭐
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)