热门深度学习项目

热门深度学习项目

列举github上热门的深度学习项目。

Last Update: 2020.07.09

项目名称 Stars 简介  
tensorflow 146k 开源深度学习框架  
keras 48.9k 更加人性化的深度学习框架  
opencv 46.1k 开源计算机视觉库  
pytorch 40k 动态神经网库  
TensorFlow-Examples 38.1k TensorFlow初学者教程和示例(支持TF v1和v2)。  
tesseract 35.3k Tesseract开源OCR引擎(主库)  
face_recognition 35.2k 世界上最简单的Python和命令行的面部识别api。  
faceswap 31.4k 人人都能使用的Deepfakes软件  
transformers 30.4k 🤗Transformers: 最先进的自然语言处理库支持 Pytorch 和TensorFlow 2.0.  
100-Days-Of-ML-Code 29.1k 100 Days of ML Coding  
julia 28.1k Julia 语言。一种全新的技术计算方法。  
gold-miner 26.6k 🥇掘金翻译计划,可能是世界最大最好的英译中技术社区,最懂读者和译者的翻译平台:  
awesome-scalability 26.6k 可扩展、可靠和高性能的大规模系统的模式。  
basics 24.5k 📚 通过简洁的代码、简化的数学和说明性的视觉效果来学习ML。  
bert 23.9k BERT的TensorFlow代码和预训练模型。  
funNLP 22.1k (Machine Learning)NLP面试中常考到的知识点和代码实现、nlp4han:中文自然语言处理工具集(断句/分词/词性标注/组块/句法分析/语义分析/NER/N元语法/HMM/代词消解/情感分析/拼写检查、XLM:Face…  
xgboost 19.4k 可扩展、可移植、分布式梯度提升(GBDT、GBRT或GBM)库,适用于Python、R、Java、Scala、C++等。可在单机、Hadoop、Spark、Flink和DataFlow上运行。  
Real-Time-Voice-Cloning 18.4k 5秒内克隆语音,实时生成任意语音。  
d2l-zh 17.9k 《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。  
openpose 17.8k OpenPose。用于身体、脸部、手部和脚部估算的实时多人关键点检测库。  
Coursera-ML-AndrewNg-Notes 17.7k 吴恩达老师的机器学习课程个人笔记  
DeepFaceLab 17.3k DeepFaceLab是创建深层假面的领先软件。  
pytorch-tutorial 17.3k 深度学习研究人员的PyTorch教程  
Mask_RCNN 17.2k 基于Keras和TensorFlow的对象检测和实例分割的Mask R-CNN  
spaCy 16.8k 💫 使用Python和Cython进行工业强度的自然语言处理(NLP)。  
NLP-progress 16.2k 追踪自然语言处理(NLP)进展的存储库,包括最常见的NLP任务的数据集和当前最先进的技术。  
100-Days-Of-ML-Code 15.6k 100-Days-Of-ML-Code中文版  
cs-video-courses 14.9k 有视频讲座的计算机科学课程清单。  
WaveFunctionCollapse 14.7k Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics.  
lectures 14.7k 2017年牛津深度NLP课程  
reinforcement-learning 14.7k 强化学习算法的实现。Python、OpenAI Gym、Tensorflow。练习和解决方案,以配合…  
pwc 14.7k 有代码的论文 按星级排序。每周更新。  
TensorFlow-Course 14.6k 简单且易于使用的TensorFlow教程。  
DeepSpeech 14.4k 百度DeepSpeech架构的TensorFlow实现方式  
pumpkin-book 14k 《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book  
tfjs 13.5k 一个用于训练和部署ML模型的WebGL加速JavaScript库。  
examples 13.5k 围绕pytorch在视觉、文本、强化学习等方面的一组实例。  
openface 13.5k 用深度神经网络进行人脸识别。  
Qix 13.3k 机器学习,深度学习,PostgreSQL,分布式系统,Node.Js,Golang。  
spleeter 12.7k Deezer源分离库,包括预训练的模型。  
Virgilio 12.7k 您的数据科学E-Learning新导师。  
nndl.github.io 12.7k 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning  
Screenshot-to-code 12.7k 一个神经网络,可以将设计模拟图转化为静态网站。  
pytorch-CycleGAN-and-pix2pix 12.4k 在PyTorch中进行图像到图像的翻译。  
pytorch-handbook 11.9k pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行  
gun 11.9k 一个用于同步去中心化图形数据的开源网络安全协议。  
Paddle 11.8k PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训…  
tensorflow-zh 11.8k 谷歌全新开源人工智能系统TensorFlow官方文档中文版  
darknet 11.4k YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )  
learnopencv 11.4k 学习OpenCV:C++和Python实例  
neural-networks-and-deep-learning 11.3k 我的 “神经网络和深度学习 “一书的代码样本  
google-research 11.2k 谷歌研究  
labelImg 11.2k 🖍️LabelImg是一个图形化的图像标注工具,在图像中标注对象的边界框。  
gensim 11k 人性化的主题建模工具 推荐  
pix2code 10.9k pix2code: 从图形用户界面生成代码截图  
facenet 10.8k 使用Tensorflow进行人脸识别  
DeOldify 10.7k 一个基于深度学习的项目,用于对旧图像(和视频)进行上色和恢复。  
python-machine-learning-book 10.7k “Python机器学习(第1版) “图书代码库和信息资源。  
stanford-cs-229-machine-learning 10.6k 斯坦福大学的CS 229机器学习的VIP小抄  
mmdetection 10.5k OpenMMLab检测工具箱和基准。  
face-api.js 10.4k 在浏览器和nodejs中使用tensorflow.js进行人脸检测和人脸识别的JavaScript API。  
Awesome-pytorch-list 10.4k github上的pytorch相关内容的综合列表,如不同的模型、实现、帮助库、技术等。  
nsfw_data_scraper 10.2k 为训练NSFW图像分类器而收集汇总图像数据的脚本。  
convnetjs 10k 在Javascript中进行深度学习。在浏览器中训练卷积神经网络(或普通神经网络)。  
CycleGAN 9.8k 软件可以从绘画中生成照片,把马变成斑马,进行风格转移等。  
推荐streamlit 9.8k Streamlit - 用Python构建数据应用的最快方法  
DeepCreamPy 9.7k 利用深度神经网络对Hentai进行脱敏处理  
stylegan 9.7k StyleGAN - 官方TensorFlow实现  
Dive-into-DL-PyTorch 9.6k 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。  
stanford-tensorflow-tutorials 9.6k 这个资源库包含斯坦福的课程的代码示例。TensorFlow for Deep Learning Research.  
horovod 9.6k TensorFlow、Keras、PyTorch和Apache MXNet的分布式训练框架。  
Deep-Learning-with-TensorFlow-book 9.4k 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.  
neural-doodle 9.4k 用深度神经网络将你的二位涂鸦变成精美的艺术作品,从照片中生成无缝纹理,将风格从一张图片转移到另一张图片,执行基于示例的升级,但等等……还有更多!(语义风格转移的实现。(Semantic Style Transfer的实现。)  
caire 9.3k Content aware image resize library  
fast-style-transfer 9.2k TensorFlow CNN实现快速风格转移 ⚡🖥🎨🖼  
ncnn 9.2k ncnn是一个针对移动平台优化的高性能神经网络推理框架。  
kubeflow 9.1k 用于Kubernetes的机器学习工具箱  
推荐 nltk 9k NLTK Source  
flair 9k 最先进的自然语言处理(NLP)的一个非常简单的框架。  
ml-agents 9k Unity机器学习代理工具包  
allennlp 8.8k 一个开源的NLP研究库,基于PyTorch构建。  
botpress 8.8k 🤖 对话平台,内置语言理解(NLU)、漂亮的图形界面和对话管理器(DM)。轻松创建聊天机器人和基于AI的虚拟助手。  
the-gan-zoo 8.7k 所有被命名的GANs名单!  
EffectiveTensorflow 8.6k TensorFlow教程和最佳实践。  
tfjs-core 8.5k WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.  
fairseq 8.4k Facebook人工智能研究序列到序列工具包用Python编写。  
sonnet 8.4k 基于TensorFlow的神经网络库  
mit-deep-learning-book-pdf 8.3k 麻省理工学院深度学习书的PDF格式(完整和部分),作者:Ian Goodfellow,Yoshua Bengio和Aaron Courville。  
TensorFlow-Tutorials 8.3k TensorFlow教程与YouTube视频  
pytorch_geometric 8.2k PyTorch的几何深度学习扩展库  
tutorials 8.2k 机器学习相关教程  
fashion-mnist 8k 一个类似MNIST fashion的数据库。基准👉  
bert-as-service 7.9k 利用BERT模型将可变长度的句子映射到固定长度的向量上。  
pix2pix 7.8k 用条件对抗网进行图像到图像的翻译。  
mediapipe 7.7k MediaPipe是研究人员和开发人员为移动、边缘、云和网络构建世界级ML解决方案和应用的最简单方法。  
recommenders 7.7k Best Practices on Recommendation Systems  
mit-deep-learning 7.7k 麻省理工学院深度学习相关课程的教程、作业和竞赛。  
pytorch-book 7.6k 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》)  
Winds 7.6k 一个由Getstream.io提供的漂亮的开源RSS和播客应用。  
vid2vid 7.4k Pytorch实现了我们的高分辨率(如2048x1024)光逼真视频到视频翻译的方法。  
Learn_Machine_Learning_in_3_Months 7.3k 这是Siraj Raval在Youtube上发表的《3个月学会机器学习》的代码。  
golearn 7.3k Go实现机器学习  
Keras-GAN 7.2k Keras实现的生成式对抗网络。  
mlcourse.ai 7k 机器学习公开课  
faceai 7k 一款入门级的人脸、视频、文字检测以及识别的项目.  
pysc2 6.9k 星际争霸II》学习环境  
pretrained-models.pytorch 6.9k pytorch的预训练ConvNets。NASNet、ResNeXt、ResNet、InceptionV4、InceptionResnetV2、Xception、DPN等。  
PyTorch-GAN 6.7k PyTorch实现的生成式对抗网络。  
vision 6.7k 计算机视觉特有的数据集、变换和模型。  
nlp-tutorial 6.6k 深度学习研究者的自然语言处理教程  
bullet3 6.6k Bullet Physics SDK:用于VR、游戏、视觉效果、机器人的实时碰撞检测和多物理模拟。  
DCGAN-tensorflow 6.6k “深度卷积生成式对抗网络 “的tensorflow实现。  
tfjs-models 6.5k Pretrained models for TensorFlow.js  
abu 6.5k 阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构  
推荐 pytorch-lightning 6.5k 适用于 ML 研究人员的轻量级 PyTorch 包装器。扩展您的模型。编写更少的模板  
tensorboardX 6.4k tensorboard for pytorch (and chainer, mxnet, numpy, …)  
machine-learning-course 6.4k 💬 机器学习课程与Python。  
guess 6.3k 🔮 用于在网络上实现机器学习驱动的用户体验的库和工具。  
pyro 6.3k Deep universal probabilistic programming with Python and PyTorch  
lab 6.2k A customisable 3D platform for agent-based AI research  
mml-book.github.io 6.2k Companion webpage to the book “Mathematics For Machine Learning”  
Interview 6.2k Interview = 简历指南 + LeetCode + Kaggle  
tensorlayer 6.2k Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥  
generative-models 6.1k Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.  
machine-learning-yearning-cn 6.1k Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著  
keras-yolo3 6k A Keras implementation of YOLOv3 (Tensorflow backend)  
BossSensor 5.9k Hide screen when boss is approaching.  
tensorflow2_tutorials_chinese 5.9k tensorflow2中文教程,持续更新(当前版本:tensorflow2.0),tag: tensorflow 2.0 tutorials  
TensorFlow-Tutorials 5.9k Simple tutorials using Google’s TensorFlow Framework  
argo 5.9k Argo Workflows: Get stuff done with Kubernetes.  
python-machine-learning-book-2nd-edition 5.8k The “Python Machine Learning (2nd edition)” book code repository and info resource  
dvc 5.7k 🦉Data Version Control Git for Data & Models
EasyPR 5.7k An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.  
AdversarialNetsPapers 5.6k The classical paper list with code about generative adversarial nets  
tensorpack 5.6k A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility  
photoprism 5.6k Personal Photo Management powered by Go and Google TensorFlow  
tensorflow_cookbook 5.6k Code for Tensorflow Machine Learning Cookbook  
albumentations 5.6k fast image augmentation library and easy to use wrapper around other libraries  
swift 5.6k Swift for TensorFlow  
darkflow 5.6k Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices  
tensorflow_tutorials 5.5k From the basics to slightly more interesting applications of Tensorflow  
deep-learning-coursera 5.5k Deep Learning Specialization by Andrew Ng on Coursera.  
transferlearning 5.5k Everything about Transfer Learning and Domain Adaptation–迁移学习  
ML-NLP 5.5k 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。  
nmt 5.5k TensorFlow神经机器翻译教程  
faster-rcnn.pytorch 5.5k 一个pytorch实现更快的r-cnn。  
UGATIT 5.4k Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Inst…  
pandas-profiling 5.4k 从pandas DataFrame对象创建HTML剖析报告。  
deep-residual-networks 5.4k 用于图像识别的深度残差学习  
xlnet 5.3k XLNet: Generalized Autoregressive Pretraining for Language Understanding  
leeml-notes 5.2k 李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes  
wav2letter 5.2k Facebook AI Research’s Automatic Speech Recognition Toolkit  
neural-style 5.2k Neural style in TensorFlow! 🎨  
CVPR2020-Paper-Code-Interpretation 5.2k cvpr2020/cvpr2019/cvpr2018/cvpr2017 papers,极市团队整理  
TensorFlow-2.x-Tutorials 5.2k TensorFlow 2.x版本的教程和实例,包括CNN、RNN、GAN、自动编码器、FasterRCNN、GPT、BERT等考试大纲。  
yolov3 5.2k YOLOv3 in PyTorch > ONNX > CoreML > iOS  
cnn-text-classification-tf 5.2k 卷积神经网络在Tensorflow中的文本分类中的应用  
seq2seq 5.2k 一个针对Tensorflow的通用型编码器-解码器框架。  
chineseocr_lite 5.1k 超轻量级中文ocr,支持竖排文字识别, 支持ncnn推理 , dbnet(1.7M) + crnn(6.3M) + anglenet(1.5M) 总模型仅10M  
featuretools 5k 一个用于自动化功能工程的开源python库。  
labelme 5k Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).  
ImageAI 5k A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities  
nlp-recipes 5k Natural Language Processing Best Practices & Examples  
have-fun-with-machine-learning 4.9k An absolute beginner’s guide to Machine Learning and Image Classification with Neural Networks  
eat_tensorflow2_in_30_days 4.9k Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋  
tensorflow-wavenet 4.9k DeepMind的WaveNet论文的TensorFlow实现。  
PyTorch-Tutorial 4.9k Build your neural network easy and fast  
stylegan2 4.9k StyleGAN2 - 官方的TensorFlow实现。  
h2o-3 4.9k 开源快速可扩展的机器学习平台,用于更智能的应用。深度学习、梯度提升和XGBo…  
awesome-machine-learning-on-source-code 4.8k 与机器学习应用于源代码(MLonCode)相关的很酷的链接和研究论文。  
Learning-to-See-in-the-Dark 4.8k 学会在黑暗中看清。CVPR 2018  
PyTorch-YOLOv3 4.8k Minimal PyTorch implementation of YOLOv3  
first-order-model 4.8k This repository contains the source code for the paper First Order Motion Model for Image Animation  
models 4.8k Pre-trained and Reproduced Deep Learning Models (『飞桨』官方模型库,包含多种学术前沿和工业场景验证的深度学习模型)  
smile 4.8k Statistical Machine Intelligence & Learning Engine  
keras-js 4.7k Run Keras models in the browser, with GPU support using WebGL  
carla 4.7k Open-source simulator for autonomous driving research.  
keras-rl 4.7k Deep Reinforcement Learning for Keras.  
useful-java-links 4.7k A list of useful Java frameworks, libraries, software and hello worlds examples  
Awesome-CoreML-Models 4.7k Core ML的最大模型列表(适用于iOS 11+)。  
python-small-examples 4.7k 告别枯燥,致力于打造 Python 富有体系且实用的小例子、小案例。  
gcn 4.7k 图卷积网络在TensorFlow中的实现方法  
introduction_to_ml_with_python 4.7k “用Python介绍机器学习 “一书的笔记本和代码。  
stargan 4.6k StarGAN–PyTorch官方实现(CVPR 2018  
pix2pixHD 4.6k Synthesizing and manipulating 2048x1024 images with conditional GANs  
Data-Science-Wiki 4.6k A wiki of DataScience, Statistics, Maths, R,Python, AI, Machine Learning, Automation, Devops Tools, Bash, Linux Tutor…  
MVision 4.6k 机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶  
cleverhans 4.6k An adversarial example library for constructing attacks, building defenses, and benchmarking both  
vaex 4.6k Out-of-Core DataFrames for Python, ML, visualize and explore big tabular data at a billion rows per second 🚀  
Grokking-Deep-Learning 4.6k this repository accompanies the book “Grokking Deep Learning”  
trax 4.5k Trax — Deep Learning with Clear Code and Speed  
graph_nets 4.5k Build Graph Nets in Tensorflow  
edward 4.5k A probabilistic programming language in TensorFlow. Deep generative models, variational inference.  
TensorFlow-World 4.5k 🌎 Simple and ready-to-use tutorials for TensorFlow  
imbalanced-learn 4.5k A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning  
machine-learning-mindmap 4.5k A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.  
seq2seq-couplet 4.5k Play couplet with seq2seq model. 用深度学习对对联。  
EfficientNet-PyTorch 4.4k A PyTorch implementation of EfficientNet  
TensorFlow-Book 4.4k Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.  
stanza 4.4k Official Stanford NLP Python Library for Many Human Languages  
amazon-dsstne 4.4k Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) ma…  
cnn-explainer 4.4k Learning Convolutional Neural Networks with Interactive Visualization.  
Realtime_Multi-Person_Pose_Estimation 4.4k Code repo for realtime multi-person pose estimation in CVPR’17 (Oral)  
stanford-cs-230-deep-learning 4.3k VIP cheatsheets for Stanford’s CS 230 Deep Learning  
Real-Time-Person-Removal 4.3k Removing people from complex backgrounds in real time using TensorFlow.js in the web browser  
OpenNMT-py 4.3k Open Source Neural Machine Translation in PyTorch  
tensorflow_practice 4.3k tensorflow实战练习,包括强化学习、推荐系统、nlp等  
pytorch-cnn-visualizations 4.2k Pytorch implementation of convolutional neural network visualization techniques  
tensorspace 4.2k Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep …  
DeepLearningExamples 4.2k Deep Learning Examples  
sketch-code 4.2k Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to dra…  
deeplearning-papernotes 4.2k Summaries and notes on Deep Learning research papers  
apex 4.2k A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch  
AlphaPose 4.1k Real-Time and Accurate Multi-Person Pose Estimation&Tracking System  
attention-is-all-you-need-pytorch 4.1k A PyTorch implementation of the Transformer model in “Attention is All You Need”.  
nmap 4.1k Nmap - the Network Mapper. Github mirror of official SVN repository.  
Machine-learning-learning-notes 4.1k 周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有…  
serenata-de-amor 4.1k 🕵 Artificial Intelligence for social control of public administration  
practical-pytorch 4.1k DEPRECATED and not maintained - see official repo at https://github.com/pytorch/tutorials  
pytorch-image-models 4.1k PyTorch image models, scripts, pretrained weights – (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more  
face-alignment 4k 🔥 2D and 3D Face alignment library build using pytorch  
learning-to-learn 4k Learning to Learn in TensorFlow  
machine-learning-notes 4k My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更…  
umap 4k Uniform Manifold Approximation and Projection  
DeepLearningZeroToAll 4k TensorFlow Basic Tutorial Labs  
gluon-cv 4k Gluon CV Toolkit  
pipeline 4k PipelineAI Kubeflow Distribution  
snorkel 4k A system for quickly generating training data with weak supervision  
DIGITS 4k Deep Learning GPU Training System  
DenseNet 4k Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).  
awesome-project-ideas 4k Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas  
tutorials 4k PyTorch tutorials.  
Deep-Learning-21-Examples 3.9k 《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码  
DeepLearningTutorials 3.9k Deep Learning Tutorial notes and code. See the wiki for more info.  
textgenrnn 3.9k Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines …  
lucid 3.8k A collection of infrastructure and tools for research in neural network interpretability.  
nsfwjs 3.8k NSFW detection on the client-side via TensorFlow.js  
ssd.pytorch 3.8k A PyTorch Implementation of Single Shot MultiBox Detector  
MachineLearning 3.8k 基础机器学习和深度学习  
Tensorflow-Tutorial 3.8k Tensorflow tutorial from basic to hard  
awesome-ml-for-cybersecurity 3.8k 网络安全的机器学习  
daily-paper-computer-vision 3.8k 记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文  
SSD-Tensorflow 3.8k Single Shot MultiBox Detector in TensorFlow  
cvat 3.8k 强大而高效的计算机视觉注释工具(CVAT)。  
deep-learning-roadmap 3.8k 📡 All You Need to Know About Deep Learning - A kick-starter  
sqlflow 3.8k 将SQL和AI融合在一起。  
mmf 3.7k 来自Facebook AI Research(FAIR)的视觉与语言多模态研究的模块化框架。  
tensorflow-docs 3.7k TensorFlow 最新官方文档中文版  
iGAN 3.7k 通过生成式对抗网络生成交互式图像  
CapsNet-Tensorflow 3.7k 论文《CapsNet(Capsules Net)的Tensorflow实现 CapsNet(Capsules Net)的动态路由在Capsules之间的实现。  
Yet-Another-EfficientDet-Pytorch 3.6k pytorch重新实现了官方的Efficiententdet,具有实时的SOTA性能和预训练的权重。.  
pytorch-examples 3.6k 介绍PyTorch的简单例子  
ML_for_Hackers 3.6k “黑客的机器学习 “一书的配套代码。  
docs 3.6k TensorFlow documentation  
tensorflow-generative-model-collections 3.6k Collection of generative models in Tensorflow  
DeepLearning.ai-Summary 3.6k This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I’ve enjoyed ever…  
BERT-pytorch 3.6k Google AI 2018 BERT pytorch implementation  
pwnagotchi 3.5k (⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.  
HyperLPR 3.5k 基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.  
deep-learning 3.5k Repo for the Deep Learning Nanodegree Foundations program.  
TensorFlowOnSpark 3.5k TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.  
BigDL 3.5k BigDL: Distributed Deep Learning Framework for Apache Spark  
AlgoWiki 3.5k Repository which contains links and resources on different topics of Computer Science.  
examples 3.5k TensorFlow examples  
tf-faster-rcnn 3.4k Tensorflow Faster RCNN for Object Detection  
tf-pose-estimation 3.4k Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.  
awesome-machine-learning-cn 3.4k 机器学习资源大全中文版,包括机器学习领域的框架、库以及软件  
metaflow 3.4k Build and manage real-life data science projects with ease.  
deep-reinforcement-learning 3.3k Repo for the Deep Reinforcement Learning Nanodegree program  
semantic-segmentation-pytorch 3.3k Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset  
gocv 3.3k Go package for computer vision using OpenCV 4 and beyond.  
d2l-pytorch 3.3k This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.  
Chinese-BERT-wwm 3.3k Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)  
SmartCropper 3.3k 🔥 A library for cropping image in a smart way that can identify the border and correct the cropped image. 智能图片裁剪框架。自动识别边框,手动调节选区,使用透视变换裁剪并矫正选区;适用于身份证,名片,文档等照片的裁剪。  
PyTorchZeroToAll 3.3k Simple PyTorch Tutorials Zero to ALL!  
pyAudioAnalysis 3.3k Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications  
InterpretableMLBook 3.3k 《可解释的机器学习–黑盒模型可解释性理解指南》,该书为《Interpretable Machine Learning》中文版  
snips-nlu 3.3k Snips Python library to extract meaning from text  
pyod 3.3k A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)  
DeepLearning 3.2k 深度学习入门教程, 优秀文章, Deep Learning Tutorial  
vespa 3.2k Vespa is an engine for low-latency computation over large data sets.  
deep-voice-conversion 3.2k Deep neural networks for voice conversion (voice style transfer) in Tensorflow  
lightfm 3.2k A Python implementation of LightFM, a hybrid recommendation algorithm.  
machine-learning 3.2k Content for Udacity’s Machine Learning curriculum  
skflow 3.2k Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning  
Tensorflow-Project-Template 3.2k A best practice for tensorflow project template architecture.  
EasyOCR 3.2k Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai  
text-classification-cnn-rnn 3.1k CNN-RNN中文文本分类,基于TensorFlow  
MachineLearning_Python 3.1k 机器学习算法python实现  
imagededup 3.1k 😎 Finding duplicate images made easy!  
MatchZoo 3.1k Facilitating the design, comparison and sharing of deep text matching models.  
transformer 3.1k A TensorFlow Implementation of the Transformer: Attention Is All You Need  
tensorflow_poems 3.1k 中文古诗自动作诗机器人,屌炸天,基于tensorflow1.10 api,正在积极维护升级中,快star,保持更新!  
Deep-Learning-Roadmap 3.1k 📡 Organized Resources for Deep Learning Researchers and Developers  
label-studio 3.1k Label Studio is a multi-type data labeling and annotation tool with standardized output format  
ASRT_SpeechRecognition 3.1k A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统  
benchmark_results 3.1k Visual Tracking Paper List  
Machine-Learning 3k ⚡机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归  
yolact 3k 一个简单的完全卷积模型,用于实时实例分割。  
trfl 3k TensorFlow强化学习  
pytorch-cifar 3k 95.16% on CIFAR10 with PyTorch  
sacred 3k Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.  
yolov5 3k YOLOv5 in PyTorch > ONNX > CoreML > iOS  
Reinforcement-Learning 3k Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning  
distiller 3k Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasy…  
FastMaskRCNN 3k Mask RCNN in TensorFlow  
probability 3k Probabilistic reasoning and statistical analysis in TensorFlow  
DeepVideoAnalytics 2.9k A distributed visual search and visual data analytics platform.  
tensorwatch 2.9k Debugging, monitoring and visualization for Python Machine Learning and Data Science  
darts 2.9k Differentiable architecture search for convolutional and recurrent networks  
computervision-recipes 2.9k 计算机视觉的最佳实践、代码示例和文档。  
text-detection-ctpn 2.9k text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network  
tensorflow-windows-wheel 2.9k Tensorflow prebuilt binary for Windows  
tensorflow-yolov3 2.9k 🔥 Pure tensorflow Implement of YOLOv3 with support to train your own dataset  
zhihu 2.9k This 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.  
BERT-BiLSTM-CRF-NER 2.9k Tensorflow解决NER任务使用BiLSTM-CRF模型与Google BERT微调和私有服务器服务。  
TensorFlowSharp 2.9k TensorFlow API for .NET languages  
ignite 2.9k High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.  
tensorflow-tutorial 2.9k Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.  
100-Days-of-ML-Code-Chinese-Version 2.9k Chinese Translation for Machine Learning Infographics  
deep-learning-papers-translation 2.9k 深度学习论文翻译,包括分类论文,检测论文等  
DMTK 2.8k Microsoft Distributed Machine Learning Toolkit  
caffe-tensorflow 2.8k Caffe models in TensorFlow  
libpostal 2.8k A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.  
pigo 2.8k Pure Go face detection, pupil/eyes localization and facial landmark points detection library  
mindsdb 2.8k Machine Learning in one line of code  
Tensorflow-Cookbook 2.8k Simple Tensorflow Cookbook for easy-to-use  
easy-tensorflow 2.8k Simple and comprehensive tutorials in TensorFlow  
DeepLearning 2.8k 深度学习 (Python, C, C++, Java, Scala, Go)  
pytorch-yolo-v3 2.8k A PyTorch implementation of the YOLO v3 object detection algorithm  
jukebox 2.8k Code for the paper “Jukebox: A Generative Model for Music”  
makegirlsmoe_web 2.8k Create Anime Characters with MakeGirlsMoe  
deep-learning-keras-tensorflow 2.8k Introduction to Deep Neural Networks with Keras and Tensorflow  
SiamMask 2.7k [CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach  
tencent-ml-images 2.7k Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet  
DALI 2.7k A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep le…  
shogun 2.7k Shōgun  
optuna 2.7k A hyperparameter optimization framework  
Automatic_Speech_Recognition 2.7k End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow  
pytorch-semseg 2.7k Semantic Segmentation Architectures Implemented in PyTorch  
pygcn 2.7k 在PyTorch中的图卷积网络。  
deep-learning-book 2.7k Repository for “Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in …  
pointnet 2.7k PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation  
CVPR2020-Code 2.7k CVPR 2020 论文开源项目合集  
Detectron.pytorch 2.7k A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron we…  
LSTM-Human-Activity-Recognition 2.6k Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier  
neural-style-tf 2.6k TensorFlow (Python API) implementation of Neural Style  
Pytorch-UNet 2.6k PyTorch implementation of the U-Net for image semantic segmentation with high quality images  
kornia 2.6k Open Source Differentiable Computer Vision Library for PyTorch  
Ad-papers 2.6k Papers on Computational Advertising  
deep-high-resolution-net.pytorch 2.6k The project is an official implementation of our CVPR2019 paper “Deep High-Resolution Representation Learning for Hum…  
VoTT 2.6k Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.  
espnet 2.6k End-to-End Speech Processing Toolkit  
ltp 2.6k Language Technology Platform  
Learn_Deep_Learning_in_6_Weeks 2.6k This is the Curriculum for “Learn Deep Learning in 6 Weeks” by Siraj Raval on Youtube  
keras-vis 2.6k Neural network visualization toolkit for keras  
onnxruntime 2.6k ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator  
3DDFA 2.6k The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.  
olivia 2.6k 💁‍♀️Your new best friend powered by an artificial neural network  
albert_zh 2.6k A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型  
ai-deadlines 2.6k ⏰ AI conference deadline countdowns  
opencvsharp 2.5k .NET Framework wrapper for OpenCV  
telegram-list 2.5k List of telegram groups, channels & bots // Список интересных групп, каналов и ботов телеграма // Список чатов для программистов  
easy12306 2.5k 使用机器学习算法完成对12306验证码的自动识别  
rust 2.5k Rust language bindings for TensorFlow  
miles-deep 2.5k Deep Learning Porn Video Classifier/Editor with Caffe  
VisualDL 2.5k Deep Learning Visualization Toolkit(『飞桨』深度学习可视化工具 )  
SinGAN 2.5k Official pytorch implementation of the paper: “SinGAN: Learning a Generative Model from a Single Natural Image”  
t81_558_deep_learning 2.5k Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks  
training 2.5k 🐝 Custom Object Detection and Classification Training  
PocketFlow 2.5k An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.  
autogluon 2.5k AutoGluon: AutoML Toolkit for Deep Learning  
simple-faster-rcnn-pytorch 2.5k A simplified implemention of Faster R-CNN that replicate performance from origin paper  
MITIE 2.5k MITIE: library and tools for information extraction  
reinforcement-learning 2.5k Minimal and Clean Reinforcement Learning Examples  
ISLR-python 2.4k An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code  
EAST 2.4k A tensorflow implementation of EAST text detector  
DeepNLP-models-Pytorch 2.4k Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)  
Machine-Learning-with-Python 2.4k Python code for common Machine Learning Algorithms  
stanford_dl_ex 2.4k Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial  
tensorflow-internals 2.4k It is open source ebook about TensorFlow kernel and implementation mechanism.  
DeepLearning 2.4k Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现  
text 2.4k Data loaders and abstractions for text and NLP  
ALAE 2.4k [CVPR2020] Adversarial Latent Autoencoders  
pytorch-summary 2.4k Model summary in PyTorch similar to model.summary() in Keras  
pytorch-doc-zh 2.4k Pytorch 中文文档  
Deep_reinforcement_learning_Course 2.4k Implementations from the free course Deep Reinforcement Learning with Tensorflow  
ML-Tutorial-Experiment 2.4k Coding the Machine Learning Tutorial for Learning to Learn  
pytorch-Deep-Learning 2.4k Deep Learning (with PyTorch)  
models 2.4k A collection of pre-trained, state-of-the-art models in the ONNX format  
book 2.4k Deep Learning 101 with PaddlePaddle (『飞桨』深度学习框架入门教程)  
PyTorch_Tutorial 2.4k 《Pytorch模型训练实用教程》中配套代码  
Dive-into-DL-TensorFlow2.0 2.4k 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的同意  
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials 2.4k A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding in…  
segmentation_models 2.4k Segmentation models with pretrained backbones. Keras and TensorFlow Keras.  
Awesome-PyTorch-Chinese 2.3k 【干货】史上最全的PyTorch学习资源汇总  
Flux.jl 2.3k Relax! Flux is the ML library that doesn’t make you tensor  
weld 2.3k High-performance runtime for data analytics applications  
PyTorch-BigGraph 2.3k Generate embeddings from large-scale graph-structured data.  
byteps 2.3k A high performance and generic framework for distributed DNN training  
AI-Job-Notes 2.3k AI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)  
luminoth 2.3k ⚠️ UNMAINTAINED. Deep Learning toolkit for Computer Vision.  
Alink 2.3k Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platf…  
introtodeeplearning 2.3k Lab Materials for MIT 6.S191: Introduction to Deep Learning  
TensorFlow-and-DeepLearning-Tutorial 2.3k A TensorFlow & Deep Learning online course I taught in 2016  
srgan 2.3k Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network  
colorization 2.3k Automatic colorization using deep neural networks. “Colorful Image Colorization.” In ECCV, 2016.  
OpenNMT 2.3k Open Source Neural Machine Translation in Torch (deprecated)  
Super-SloMo 2.3k PyTorch implementation of Super SloMo by Jiang et al.  
orange3 2.3k 🍊 📊 💡 Orange: Interactive data analysis https://orange.biolab.si  
ENAS-pytorch 2.3k PyTorch implementation of “Efficient Neural Architecture Search via Parameters Sharing”  
3D-ResNets-PyTorch 2.3k 3D ResNets for Action Recognition (CVPR 2018)  
pomegranate 2.3k Fast, flexible and easy to use probabilistic modelling in Python.  
Faster-RCNN_TF 2.3k Faster-RCNN in Tensorflow  
datascience 2.3k Curated list of Python resources for data science.  
deep-learning-from-scratch 2.3k 『ゼロから作る Deep Learning』(O’Reilly Japan, 2016)  
covid-chestxray-dataset 2.2k We are building an open database of COVID-19 cases with chest X-ray or CT images.  
deepchem 2.2k Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology  
awesome-learning-resources 2.2k 🔥 Awesome list of resources on Web Development.  
omniscidb 2.2k OmniSciDB (formerly MapD Core)  
tablesaw 2.2k Java dataframe and visualization library  
Semantic-Segmentation-Suite 2.2k Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!  
FCOS 2.2k FCOS: Fully Convolutional One-Stage Object Detection (ICCV’19)  
spotlight 2.2k Deep recommender models using PyTorch.  
datasets 2.2k TFDS is a collection of datasets ready to use with TensorFlow, Jax, …  
Deep-Learning-for-Recommendation-Systems 2.2k This repository contains Deep Learning based articles , paper and repositories for Recommender Systems  
gluon-nlp 2.1k NLP made easy  
dowhy 2.1k DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.  
keras-attention-mechanism 2.1k Attention mechanism Implementation for Keras.  
Meta-Learning-Papers 2.1k Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning  
tacotron 2.1k A TensorFlow implementation of Google’s Tacotron speech synthesis with pre-trained model (unofficial)  
machinelearninginaction 2.1k Source Code for the book: Machine Learning in Action published by Manning  
BuildingMachineLearningSystemsWithPython 2.1k Source Code for the book Building Machine Learning Systems with Python  
CHINESE-OCR 2.1k [python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别  
deepdetect 2.1k Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost an…  
XLM 2.1k PyTorch original implementation of Cross-lingual Language Model Pretraining.  
tensorflow-on-raspberry-pi 2.1k TensorFlow for Raspberry Pi  
decaNLP 2.1k The Natural Language Decathlon: A Multitask Challenge for NLP  
AlphaZero_Gomoku 2.1k An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)  
pytorch-beginner 2.1k pytorch tutorial for beginners  
tangent 2.1k Source-to-Source Debuggable Derivatives in Pure Python  
Person_reID_baseline_pytorch 2.1k A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/…  
mmlspark 2k Microsoft Machine Learning for Apache Spark  
FATE 2k An Industrial Level Federated Learning Framework  
text-to-image 2k Text to image synthesis using thought vectors  
pytorch-sentiment-analysis 2k Tutorials on getting started with PyTorch and TorchText for sentiment analysis.  
ELF 2k An End-To-End, Lightweight and Flexible Platform for Game Research  
catalyst 2k Accelerated DL R&D  
neuralcoref 2k ✨Fast Coreference Resolution in spaCy with Neural Networks  
DeepRL-Agents 2k A set of Deep Reinforcement Learning Agents implemented in Tensorflow.  
RL-Adventure 2k Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchic…  
fe4ml-zh 2k 📖 [译] 面向机器学习的特征工程  
lingvo 2k Lingvo  
pytorch-generative-model-collections 2k Collection of generative models in Pytorch version.  
ResNeSt 2k ResNeSt: Split-Attention Networks  
TensorFlow-Tutorials 2k 텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다  
MUNIT 2k Multimodal Unsupervised Image-to-Image Translation  
oneDNN 2k oneAPI Deep Neural Network Library (oneDNN)  
deepvariant 2k DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.  
texar 2k Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow  
kaolin 2k A PyTorch Library for Accelerating 3D Deep Learning Research  
Clairvoyant 2k Software designed to identify and monitor social/historical cues for short term stock movement  
implicit 2k Fast Python Collaborative Filtering for Implicit Feedback Datasets  
DeepRL 2k Modularized Implementation of Deep RL Algorithms in PyTorch  
lgo 2k Interactive Go programming with Jupyter  
kcws 2k Deep Learning Chinese Word Segment  
tensorflow-build-archived 2k TensorFlow binaries supporting AVX, FMA, SSE  
dm_control 2k DeepMind’s software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.  
gpytorch 2k A highly efficient and modular implementation of Gaussian Processes in PyTorch  
Neural-Photo-Editor 1.9k A simple interface for editing natural photos with generative neural networks.  
alpha-zero-general 1.9k A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4  
tacotron2 1.9k Tacotron 2 - PyTorch implementation with faster-than-realtime inference  
siamese-triplet 1.9k Siamese and triplet networks with online pair/triplet mining in PyTorch  
awesome-quant 1.9k 中国的Quant相关资源索引  
image-super-resolution 1.9k 🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.  
generative_inpainting 1.9k DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral  
code-of-learn-deep-learning-with-pytorch 1.9k This is code of book “Learn Deep Learning with PyTorch”  
gpt-2-simple 1.9k Python package to easily retrain OpenAI’s GPT-2 text-generating model on new texts  
DeepInterests 1.9k 深度有趣  
segmentation_models.pytorch 1.9k Segmentation models with pretrained backbones. PyTorch.  
human-pose-estimation.pytorch 1.9k The project is an official implement of our ECCV2018 paper “Simple Baselines for Human Pose Estimation and Tracking(h…  
BigGAN-PyTorch 1.9k The author’s officially unofficial PyTorch BigGAN implementation.  
pytorch-playground 1.9k Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)  
bertviz 1.9k Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)  
face.evoLVe.PyTorch 1.9k 🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥  
Reco-papers 1.8k Classic papers and resources on recommendation  
coach 1.8k Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms  
sling 1.8k SLING - A natural language frame semantics parser  
pytorch-deeplab-xception 1.8k DeepLab v3+ model in PyTorch. Support different backbones.  
mmskeleton 1.8k A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.  
sru 1.8k Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)  
pytorch-seq2seq 1.8k Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.  
Deep-Learning-Interview-Book 1.8k 深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)  
pai 1.8k Resource scheduling and cluster management for AI  
AI-Blocks 1.8k A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!  
scikit-optimize 1.8k Sequential model-based optimization with a scipy.optimize interface  
sequence_tagging 1.8k Named Entity Recognition (LSTM + CRF) - Tensorflow  
zh-NER-TF 1.8k A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)  
donkeycar 1.8k Open source hardware and software platform to build a small scale self driving car.  
edge-connect 1.8k EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212  
awd-lstm-lm 1.7k LSTM and QRNN Language Model Toolkit for PyTorch  
pytorch-kaldi 1.7k pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.  
Bender 1.7k Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.  
zi2zi 1.7k Learning Chinese Character style with conditional GAN  
automl-gs 1.7k Provide an input CSV and a target field to predict, generate a model + code to run it.  
stats 1.7k A well tested and comprehensive Golang statistics library package with no dependencies.  
ranking 1.7k Learning to Rank in TensorFlow  
mathAI 1.7k 一个拍照做题程序。输入一张包含数学计算题的图片,输出识别出的数学计算式以及计算结果。This is a mathematic expression recognition project.  
spark-ml-source-analysis 1.7k spark ml 算法原理剖析以及具体的源码实现分析  
video-object-removal 1.7k Just draw a bounding box and you can remove the object you want to remove.  
datascience-pizza 1.7k 🍕 Repositório para juntar informações sobre materiais de estudo em análise de dados e áreas afins, empresas que trabalham com dados e dicionário de conceitos  
data-science-interviews 1.7k Data science interview questions and answers  
yolov3-tf2 1.7k YoloV3 Implemented in Tensorflow 2.0  
ComputeLibrary 1.7k The ARM Computer Vision and Machine Learning library is a set of functions optimised for both ARM CPUs and GPUs using SIMD technologies.  
tacotron 1.7k A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model  
DeepLearn 1.7k Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.  
analytics-zoo 1.7k Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray  
PyTorch-NLP 1.7k Basic Utilities for PyTorch Natural Language Processing (NLP)  
captcha_break 1.7k 验证码识别  
crnn 1.7k Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.  
DeblurGAN 1.7k Image Deblurring using Generative Adversarial Networks  
robosat 1.6k Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds  
pointnet2 1.6k PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space  
AutonomousDrivingCookbook 1.6k Scenarios, tutorials and demos for Autonomous Driving  
imgclsmob 1.6k Sandbox for training convolutional networks for computer vision  
tf_unet 1.6k Generic U-Net Tensorflow implementation for image segmentation  
torchsample 1.6k High-Level Training, Data Augmentation, and Utilities for Pytorch  
nlp 1.6k 🤗nlp – Datasets and evaluation metrics for Natural Language Processing in NumPy, Pandas, PyTorch and TensorFlow  
hdbscan 1.6k A high performance implementation of HDBSCAN clustering.  
m2cgen 1.6k Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby) with zero dependencies  
fastNLP 1.6k fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.  
keras-yolo2 1.6k Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).  
Awesome-Chatbot 1.6k Awesome Chatbot Projects,Corpus,Papers,Tutorials.Chinese Chatbot =>:  
knockknock 1.6k 🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code  
MTBook 1.6k 《机器翻译:统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods  
trains 1.6k TRAINS - Auto-Magical Experiment Manager & Version Control for AI - NOW WITH AUTO-MAGICAL DEVOPS!  
self-driving-car 1.6k Udacity Self-Driving Car Engineer Nanodegree projects.  
cnn_captcha 1.6k use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码,使用tensorflow实现卷积神经网络,进行验证码识别。  
XLearning 1.6k AI on Hadoop  
Tacotron-2 1.6k DeepMind’s Tacotron-2 Tensorflow implementation  
fast-wavenet 1.6k Speedy Wavenet generation using dynamic programming ⚡  
spacy-course 1.6k 👩‍🏫 Advanced NLP with spaCy: A free online course  
gandissect 1.6k Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/  
NCRFpp 1.6k NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.  
stargan-v2 1.6k StarGAN v2 - Official PyTorch Implementation (CVPR 2020)  
tinyflow 1.6k Tutorial code on how to build your own Deep Learning System in 2k Lines  
UNIT 1.6k Unsupervised Image-to-Image Translation  
ssd_keras 1.6k A Keras port of Single Shot MultiBox Detector  
cosin 1.5k 🌲 春松客服,多渠道智能客服系统,开源客服系统  
foolbox 1.5k A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX  
capsule-networks 1.5k A PyTorch implementation of the NIPS 2017 paper “Dynamic Routing Between Capsules”.  
flogo 1.5k Project Flogo is an open source ecosystem of opinionated event-driven capabilities to simplify building efficient & modern serverless functions, microservices & edge apps.  
lip-reading-deeplearning 1.5k 🔓 Lip Reading - Cross Audio-Visual Recognition using 3D Architectures  
hummingbird 1.5k Hummingbird compiles trained ML models into tensor computation for faster inference.  
deep-rl-tensorflow 1.5k TensorFlow implementation of Deep Reinforcement Learning papers  
practical-machine-learning-with-python 1.5k Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.  
NeuroNER 1.5k Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.  
wavenet_vocoder 1.5k WaveNet vocoder  
awesome-hand-pose-estimation 1.5k Awesome work on hand pose estimation/tracking  
mAP 1.5k mean Average Precision - This code evaluates the performance of your neural net for object recognition.  
agents 1.5k TF-Agents is a library for Reinforcement Learning in TensorFlow  
CADL 1.5k ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on “Creative Applications of Deep Learning w/ Tensorflow” #CADL  
tensorflow-DeepFM 1.5k Tensorflow implementation of DeepFM for CTR prediction.  
tensorflow-1.4-billion-password-analysis 1.5k Deep Learning model to analyze a large corpus of clear text passwords.  
DAT8 1.5k General Assembly’s 2015 Data Science course in Washington, DC  
NeMo 1.5k NeMo: a toolkit for conversational AI  
Machine-Learning-Flappy-Bird 1.5k Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm  
ml-visuals 1.5k Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.  
GANimation 1.5k GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV’18 Oral) [PyTorch]  
EagleEye 1.5k Stalk your Friends. Find their Instagram, FB and Twitter Profiles using Image Recognition and Reverse Image Search.  
PyTorch-Encoding 1.5k A PyTorch CV Toolkit  
spark 1.5k .NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.  
quiver 1.5k Interactive convnet features visualization for Keras  
MachineLearning 1.5k 一些关于机器学习的学习资料与研究介绍  
GAT 1.5k Graph Attention Networks (https://arxiv.org/abs/1710.10903)  
mt-dnn 1.4k Multi-Task Deep Neural Networks for Natural Language Understanding  
deep-neuroevolution 1.4k Deep Neuroevolution  
a-PyTorch-Tutorial-to-Object-Detection 1.4k SSD: Single Shot MultiBox Detector a PyTorch Tutorial to Object Detection
labelbox 1.4k Labelbox is the fastest way to annotate data to build and ship computer vision applications.  
openvino 1.4k OpenVINO™ Toolkit repository  
awesome-decision-tree-papers 1.4k A collection of research papers on decision, classification and regression trees with implementations.  
project_alias 1.4k Alias is a teachable “parasite” that is designed to give users more control over their smart assistants, both when it comes to customisation and privacy. Through a simple app the user can train Alias to react on a custom wake-word/sound, and once trained, Alias can take control over your home assistant by activating it for you.  
data-science-question-answer 1.4k A repo for data science related questions and answers  
photo2cartoon 1.4k 人像卡通化探索项目 (photo-to-cartoon translation project)  
video2x 1.4k A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.  
Tengine 1.4k Tengine is a lite, high performance, modular inference engine for embedded device  
cuml 1.4k cuML - RAPIDS Machine Learning Library  
BentoML 1.4k Model Serving Made Easy  
GANotebooks 1.4k wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch  
MobileNet 1.4k MobileNet build with Tensorflow  
CRAFT-pytorch 1.4k Official implementation of Character Region Awareness for Text Detection (CRAFT)  
mlr 1.4k Machine Learning in R  
monodepth2 1.4k Monocular depth estimation from a single image  
TensorKart 1.4k self-driving MarioKart with TensorFlow  
keras-contrib 1.4k Keras community contributions  
stellargraph 1.4k StellarGraph - Machine Learning on Graphs  
GDLnotes 1.4k Google Deep Learning Notes(TensorFlow教程)  
pydensecrf 1.4k Python wrapper to Philipp Krähenbühl’s dense (fully connected) CRFs with gaussian edge potentials.  
seldon-server 1.4k Machine Learning Platform and Recommendation Engine built on Kubernetes  
chainercv 1.4k ChainerCV: a Library for Deep Learning in Computer Vision  
tensorflow-nlp 1.4k Building blocks for NLP and Text Generation in TensorFlow 2.x / 1.x  
iOS_ML 1.4k List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.  
tfgo 1.4k Tensorflow + Go, the gopher way  
bi-att-flow 1.4k Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.  
CoreML-in-ARKit 1.4k Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML.  
lightning 1.4k Large-scale linear classification, regression and ranking in Python  
DeepFace 1.4k Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.  
torch2trt 1.4k An easy to use PyTorch to TensorRT converter  
deepvoice3_pytorch 1.4k PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models  
sphereface 1.4k Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR’17.  
jeelizFaceFilter 1.4k Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D…).  
kaggle-web-traffic 1.4k 1st place solution  
minimalRL 1.4k Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)  
Machine-Learning-Notes 1.4k 周志华《机器学习》手推笔记  
Gen.jl 1.4k A general-purpose probabilistic programming system with programmable inference  
faster_rcnn_pytorch 1.4k Faster RCNN with PyTorch  
sod 1.4k An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)  
keras_to_tensorflow 1.4k General code to convert a trained keras model into an inference tensorflow model  
handtracking 1.3k Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow  
word-rnn-tensorflow 1.3k Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.  
TorchCraft 1.3k Connecting Torch to StarCraft  
AndroidTensorFlowMachineLearningExample 1.3k Android TensorFlow MachineLearning Example (Building TensorFlow for Android)  
magnitude 1.3k A fast, efficient universal vector embedding utility package.  
hackermath 1.3k Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker’s Way  
pytorch-grad-cam 1.3k PyTorch implementation of Grad-CAM  
grenade 1.3k Deep Learning in Haskell  
captcha_trainer 1.3k [验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.  
anago 1.3k Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.  
mne-python 1.3k MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python  
eos 1.3k A lightweight 3D Morphable Face Model fitting library in modern C++14  
ngraph 1.3k nGraph - open source C++ library, compiler and runtime for Deep Learning  
NSFWDetector 1.3k A NSFW (aka porn) detector with CoreML  
open_nsfw_android 1.3k 🔥🔥🔥色情图片离线识别,基于TensorFlow实现。识别只需20ms,可断网测试,成功率99%,调用只要一行代码,从雅虎的开源项目open_nsfw移植,该模型文件可用于iOS、java、C++等平台  
cs230-code-examples 1.3k Code examples in pyTorch and Tensorflow for CS230  
pytorch-generative-adversarial-networks 1.3k A very simple generative adversarial network (GAN) in PyTorch  
forecasting 1.3k Time Series Forecasting Best Practices & Examples  
VIBE 1.3k Official implementation of CVPR2020 paper “VIBE: Video Inference for Human Body Pose and Shape Estimation”  
bulbea 1.3k 🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling  
electra 1.3k ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators  
scattertext 1.3k Beautiful visualizations of how language differs among document types.  
talos 1.3k Hyperparameter Optimization for TensorFlow, Keras and PyTorch  
practicalAI-cn 1.3k AI实战-practicalAI 中文版  
impersonator 1.3k PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis  
gluon-ts 1.3k Probabilistic time series modeling in Python  
dcgan-completion.tensorflow 1.3k Image Completion with Deep Learning in TensorFlow  
EfficientDet.Pytorch 1.3k Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch  
NeuronBlocks 1.3k NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego  
yolo2-pytorch 1.3k YOLOv2 in PyTorch  
EmojiIntelligence 1.3k Neural Network built in Apple Playground using Swift  
efficientnet 1.3k Implementation of EfficientNet model. Keras and TensorFlow Keras.  
YOLOv3_TensorFlow 1.3k Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.  
TensorFlow.NET 1.3k .NET Standard bindings for Google’s TensorFlow for developing, training and deploying Machine Learning models in C#.  
pytextrank 1.3k Python implementation of TextRank for phrase extraction and summarization of text documents  
infer 1.3k Infer.NET is a framework for running Bayesian inference in graphical models  
uda 1.3k Unsupervised Data Augmentation (UDA)  
mmaction 1.3k An open-source toolbox for action understanding based on PyTorch  
spark-nlp 1.3k State of the Art Natural Language Processing  
pytorch-semantic-segmentation 1.3k PyTorch for Semantic Segmentation  
Deep-Learning-Boot-Camp 1.2k A community run, 5-day PyTorch Deep Learning Bootcamp  
pytorch-openai-transformer-lm 1.2k 🐥A PyTorch implementation of OpenAI’s finetuned transformer language model with a script to import the weights pre-trained by OpenAI  
hiddenlayer 1.2k Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.  
PaddleHub 1.2k Toolkit for Pre-trained Model Application of PaddlePaddle(『飞桨』预训练模型应用工具 )  
PhotographicImageSynthesis 1.2k Photographic Image Synthesis with Cascaded Refinement Networks  
alpr-unconstrained 1.2k License Plate Detection and Recognition in Unconstrained Scenarios  
Deep-Image-Analogy 1.2k The source code of ‘Visual Attribute Transfer through Deep Image Analogy’.  
spektral 1.2k Graph Neural Networks with Keras and Tensorflow 2.  
DeepAA 1.2k make ASCII Art by Deep Learning  
vvedenie-mashinnoe-obuchenie 1.2k 📝 Подборка ресурсов по машинному обучению  
OpenSeq2Seq 1.2k Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP  
Forge 1.2k A neural network toolkit for Metal  
keras-yolo3 1.2k Training and Detecting Objects with YOLO3  
NiftyNet 1.2k [unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy  
Awesome-TensorFlow-Chinese 1.2k Awesome-TensorFlow-Chinese,TensorFlow 中文资源精选,官方网站,安装教程,入门教程,视频教程,实战项目,学习路径。QQ群:167122861,公众号:磐创AI,微信群二维码:http://www.tensorflownews.com/  
StudyBook 1.2k Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)  
awesome-semantic-segmentation-pytorch 1.2k Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)  
RFBNet 1.2k Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018  
GPflow 1.2k Gaussian processes in TensorFlow  
dlwpt-code 1.2k Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.  
dlcv_for_beginners 1.2k 《深度学习与计算机视觉》配套代码  
Deep-Learning-with-PyTorch-Tutorials 1.2k 深度学习与PyTorch入门实战视频教程 配套源代码和PPT  
DLTK 1.2k Deep Learning Toolkit for Medical Image Analysis  
FCN.tensorflow 1.2k Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)  
facenet-pytorch 1.2k Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models  
h2o-tutorials 1.2k Tutorials and training material for the H2O Machine Learning Platform  
nlp-journey 1.2k Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.  
object_detector_app 1.2k Real-Time Object Recognition App with Tensorflow and OpenCV  
tnt 1.2k Simple tools for logging and visualizing, loading and training  
tensorflow-deeplab-resnet 1.2k DeepLab-ResNet rebuilt in TensorFlow  
reproducible-image-denoising-state-of-the-art 1.2k Collection of popular and reproducible image denoising works.  
senet.pytorch 1.2k PyTorch implementation of SENet  
pytorch-seq2seq 1.2k An open source framework for seq2seq models in PyTorch.  
efficient_densenet_pytorch 1.2k A memory-efficient implementation of DenseNets  
pytorch-retinanet 1.2k Pytorch implementation of RetinaNet object detection.  
cakechat 1.2k CakeChat: Emotional Generative Dialog System  
pytorch-fcn 1.2k PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)  
python-machine-learning-book-3rd-edition 1.2k The “Python Machine Learning (3rd edition)” book code repository  
tf-quant-finance 1.2k High-performance TensorFlow library for quantitative finance.  
gnes 1.1k GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.  
Image-OutPainting 1.1k 🏖 Keras Implementation of Painting outside the box  
Fabrik 1.1k 🏭 Collaboratively build, visualize, and design neural nets in browser  
attention-transfer 1.1k Improving Convolutional Networks via Attention Transfer (ICLR 2017)  
pytorch-cifar100 1.1k Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)  
MONAI 1.1k AI Toolkit for Healthcare Imaging  
tensorrec 1.1k A TensorFlow recommendation algorithm and framework in Python.  
mleap 1.1k MLeap: Deploy Spark Pipelines to Production  
noreward-rl 1.1k [ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning  
PyTorchNLPBook 1.1k O’Reilly Media出版的《用PyTorch进行自然语言处理》附带的代码和数据:https://nlproc.info。  
mtcnn 1.1k TensorFlow的MTCNN人脸检测实现,作为一个PIP包。  
WaveRNN 1.1k WaveRNN Vocoder + TTS  
UNet-family 1.1k Paper and implementation of UNet-related model.  
Awesome-pytorch-list-CNVersion 1.1k Awesome-pytorch-list 翻译工作进行中……  
tensorflow-fcn 1.1k 在Tensorflow中实现完全卷积网络的方法  
BicycleGAN 1.1k Toward Multimodal Image-to-Image Translation  
TensorFlow2.0-Examples 1.1k 🙄 Difficult algorithm, simple code.  
fast-autoaugment 1.1k Official Implementation of ‘Fast AutoAugment’ in PyTorch.  
fastai_deeplearn_part1 1.1k Notes for Fastai Deep Learning Course  
HyperGAN 1.1k Composable GAN framework with api and user interface  
home 1.1k ApacheCN 开源组织:公告、介绍、成员、活动、交流方式  
tfx 1.1k TFX是一个部署生产ML管道的端到端平台。  
handwriting-synthesis 1.1k 用RNNs合成手写体 ✏️  
image-quality-assessment 1.1k Convolutional Neural Networks to predict the aesthetic and technical quality of images.  
PerceptualSimilarity 1.1k Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.  
lanenet-lane-detection 1.1k Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/  
uTensor 1.1k TinyML AI inference library  
torchgan 1.1k Research Framework for easy and efficient training of GANs based on Pytorch  
merlin 1.1k This is now the official location of the Merlin project.  
CLUE 1k 中文语言理解基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard  
tfjs-node 1k TensorFlow powered JavaScript library for training and deploying ML models on Node.js.  
CycleGAN-TensorFlow 1k An implementation of CycleGan using TensorFlow  
EffectivePyTorch 1k PyTorch tutorials and best practices.  
hercules 1k Gaining advanced insights from Git repository history.  
AdvancedEAST 1k AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.  
one-pixel-attack-keras 1k Keras implementation of “One pixel attack for fooling deep neural networks” using differential evolution on Cifar10 and ImageNet  
CRNN_Chinese_Characters_Rec 1k (CRNN)汉字识别。  
hmtl 1k 🌊HMTL:分层多任务学习–基于PyTorch和AllenNLP的多个NLP任务的最先进的神经网络模型。  
rethinking-network-pruning 1k 反思网络修剪的价值(Pytorch)(ICLR 2019)  
pytorch-classification 1k 用PyTorch进行分类。  
a-PyTorch-Tutorial-to-Image-Captioning 1k 展示、出席和讲述|图片字幕的 PyTorch 教程  
reformer-pytorch 1k Reformer高效率的 Transformer, in Pytorch  
pytorch-YOLOv4 1k PyTorch ,ONNX and TensorRT implementation of YOLOv4  
FaceMaskDetection 1k 开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.  
gen-efficientnet-pytorch 1k Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS  
open-reid 1k 开源的Python人名重新识别库  
wgan-gp 1k 论文 “Wasserstein GANs的改进训练 “的pytorch实现。  

项目原始地址:

https://github.com/aymericdamien/TopDeepLearning

编辑 markdown编辑器

By Terry Chan