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The Top 3,830 Deep Neural Networks Open Source Projects

Categories > Machine Learning > Deep Neural Networks
Tensorflow ⭐ 165,278
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit 14 hours ago
Faceswap ⭐ 41,185
Deepfakes Software For All
most recent commit a day ago
Ailearning ⭐ 33,143
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
total releases 8most recent commit a month ago
Deepfacelab ⭐ 32,708
DeepFaceLab is the leading software for creating deepfakes.
most recent commit 6 days ago
Awesome Deep Learning Papers ⭐ 21,874
The most cited deep learning papers
most recent commit 2 years ago
Darknet ⭐ 18,210
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
most recent commit 5 months ago
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
most recent commit 9 months ago
Learnopencv ⭐ 16,379
Learn OpenCV : C++ and Python Examples
most recent commit 4 days ago
Plotneuralnet ⭐ 15,984
Latex code for making neural networks diagrams
most recent commit 4 months ago
Onnx ⭐ 12,546
Open standard for machine learning interoperability
dependent packages 225total releases 25most recent commit 2 days agopypi onnx} Downloads
Machine Learning Tutorials ⭐ 11,923
machine learning and deep learning tutorials, articles and other resources
most recent commit 2 months ago
Pix2code ⭐ 11,428
pix2code: Generating Code from a Graphical User Interface Screenshot
most recent commit 2 days ago
Deep_learning_object_detection ⭐ 10,271
A paper list of object detection using deep learning.
most recent commit 6 months ago
Deep Learning Drizzle ⭐ 10,044
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
most recent commit 2 months ago
Neural Doodle ⭐ 9,399
Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
most recent commit 2 years ago
The Incredible Pytorch ⭐ 8,822
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
most recent commit a month ago
Ailab ⭐ 6,819
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
most recent commit 7 months ago
Mnn ⭐ 6,676
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
dependent packages 3total releases 2most recent commit 9 days ago
Darkflow ⭐ 5,905
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
most recent commit 9 months ago
Deeppavlov ⭐ 5,732
An open source library for deep learning end-to-end dialog systems and chatbots.
dependent packages 2total releases 45most recent commit 9 days agopypi deeppavlov} Downloads
Pix2pixhd ⭐ 5,675
Synthesizing and manipulating 2048x1024 images with conditional GANs
most recent commit 2 months ago
Serving ⭐ 5,495
A flexible, high-performance serving system for machine learning models
most recent commit 4 days ago
Tiny Dnn ⭐ 5,489
header only, dependency-free deep learning framework in C++14
most recent commit 4 months ago
Docs ⭐ 5,268
TensorFlow documentation
most recent commit 2 days ago
Gocv ⭐ 4,812
Go package for computer vision using OpenCV 4 and beyond.
dependent packages 82total releases 48most recent commit 2 days ago
Chineseocr ⭐ 4,703
yolo3+ocr
most recent commit 3 months ago
Hyperlpr ⭐ 4,503
基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.
total releases 2most recent commit 3 months ago
Gorgonia ⭐ 4,483
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 15total releases 52most recent commit a month ago
Nanodet ⭐ 4,316
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
most recent commit 22 days ago
Ai Deadlines ⭐ 4,221
⏰ AI conference deadline countdowns
most recent commit 2 days ago
Machinelearning ⭐ 4,030
My blogs and code for machine learning. http://cnblogs.com/pinard
most recent commit 3 years ago
Vosk Api ⭐ 4,023
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
dependent packages 16total releases 34most recent commit 2 days agopypi vosk} Downloads
Lama ⭐ 3,784
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
most recent commit 3 days ago
Paddlex ⭐ 3,739
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 1total releases 54most recent commit 12 days agopypi paddlex} Downloads
Hyperlpr ⭐ 3,546
基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.
most recent commit 2 years ago
Distiller ⭐ 3,489
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
most recent commit a year ago
Oneflow ⭐ 3,384
OneFlow is a performance-centered and open-source deep learning framework.
most recent commit 9 hours ago
Deep Person Reid ⭐ 3,336
Torchreid: Deep learning person re-identification in PyTorch.
most recent commit 12 days ago
Satellite Image Deep Learning ⭐ 3,293
Resources for deep learning with satellite & aerial imagery
most recent commit 18 hours ago
Deep Learning In Production ⭐ 3,267
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
most recent commit 16 days ago
Onednn ⭐ 2,811
oneAPI Deep Neural Network Library (oneDNN)
dependent packages 3total releases 20most recent commit a day ago
Super Slomo ⭐ 2,735
PyTorch implementation of Super SloMo by Jiang et al.
most recent commit 4 months ago
Generative_inpainting ⭐ 2,676
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
most recent commit 5 months ago
Djl ⭐ 2,530
An Engine-Agnostic Deep Learning Framework in Java
dependent packages 19total releases 18most recent commit a day ago
Tensorflow Deep Learning ⭐ 2,456
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
most recent commit 13 days ago
Dlwpt Code ⭐ 2,407
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
most recent commit a year ago
Awesome Cms ⭐ 2,389
📚 A collection of open and closed source Content Management Systems (CMS) for your perusal.
most recent commit a year ago
Awesome Speech Recognition Speech Synthesis Papers ⭐ 2,249
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
most recent commit 20 days ago
Awesome Deep Learning Music ⭐ 2,217
List of articles related to deep learning applied to music
most recent commit 4 months ago
Perceptualsimilarity ⭐ 2,197
LPIPS metric. pip install lpips
dependent packages 2total releases 5most recent commit 3 months agopypi lpips} Downloads
Best_ai_paper_2020 ⭐ 2,157
A 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
most recent commit 4 months ago
Pytorch Kaldi ⭐ 2,138
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.
most recent commit 2 months ago
Anyq ⭐ 2,112
FAQ-based Question Answering System
most recent commit 2 years ago
Self Driving Car ⭐ 1,995
Udacity Self-Driving Car Engineer Nanodegree projects.
most recent commit 9 months ago
Tenginekit ⭐ 1,993
TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.
most recent commit 7 months ago
Mt Dnn ⭐ 1,956
Multi-Task Deep Neural Networks for Natural Language Understanding
most recent commit 2 months ago
Flops Counter.pytorch ⭐ 1,948
Flops counter for convolutional networks in pytorch framework
dependent packages 8total releases 16most recent commit 10 days agopypi ptflops} Downloads
Dm Haiku ⭐ 1,909
JAX-based neural network library
dependent packages 30total releases 8most recent commit 2 days agopypi dm-haiku} Downloads
Awesome Learning With Label Noise ⭐ 1,864
A curated list of resources for Learning with Noisy Labels
most recent commit a month ago
Webdnn ⭐ 1,854
The Fastest DNN Running Framework on Web Browser
total releases 12most recent commit 3 months ago
Invoicenet ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
most recent commit a year ago
Bender ⭐ 1,736
Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.
total releases 5most recent commit 3 months ago
Tabnet ⭐ 1,664
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
dependent packages 7total releases 17most recent commit a month agopypi pytorch-tabnet} Downloads
Zi2zi ⭐ 1,639
Learning Chinese Character style with conditional GAN
most recent commit 3 years ago
Tensorflow2.0 Examples ⭐ 1,611
🙄 Difficult algorithm, Simple code.
most recent commit 3 months ago
Awesome System For Machine Learning ⭐ 1,546
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
most recent commit 3 months ago
Deep Learning Time Series ⭐ 1,518
List of papers, code and experiments using deep learning for time series forecasting
most recent commit 3 months ago
Tensorflow Deepfm ⭐ 1,452
Tensorflow implementation of DeepFM for CTR prediction.
most recent commit 4 years ago
Top Deep Learning ⭐ 1,437
Top 200 deep learning Github repositories sorted by the number of stars.
most recent commit 6 months ago
Yolo_mark ⭐ 1,384
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
most recent commit 2 years ago
Neuronblocks ⭐ 1,365
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
most recent commit a year ago
Grenade ⭐ 1,335
Deep Learning in Haskell
most recent commit a year ago
Knowledge Distillation Pytorch ⭐ 1,331
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
most recent commit 3 months ago
Androidtensorflowmachinelearningexample ⭐ 1,324
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
most recent commit 3 years ago
Dl Colab Notebooks ⭐ 1,314
Try out deep learning models online on Google Colab
most recent commit 3 months ago
Ngraph ⭐ 1,310
nGraph - open source C++ library, compiler and runtime for Deep Learning
dependent packages 1total releases 9most recent commit 2 years agopypi ngraph-core} Downloads
Opencv_tutorials ⭐ 1,309
Opencv4.0 with python (English&中文)， and will keep the update ! 👊
most recent commit 2 months ago
Dltk ⭐ 1,293
Deep Learning Toolkit for Medical Image Analysis
most recent commit 4 months ago
Julius ⭐ 1,284
Open-Source Large Vocabulary Continuous Speech Recognition Engine
most recent commit a year ago
Noreward Rl ⭐ 1,273
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
most recent commit 3 months ago
Forge ⭐ 1,224
A neural network toolkit for Metal
most recent commit 4 years ago
Detext ⭐ 1,194
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
most recent commit 4 months ago
Pointcnn ⭐ 1,176
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
most recent commit 9 months ago
Densedepth ⭐ 1,175
High Quality Monocular Depth Estimation via Transfer Learning
most recent commit 5 months ago
Niftynet ⭐ 1,170
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
most recent commit 2 years ago
Medicaldetectiontoolkit ⭐ 1,110
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
most recent commit 2 months ago
Gnes ⭐ 1,095
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
most recent commit 3 years ago
Sockeye ⭐ 1,065
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
total releases 80most recent commit 23 days ago
Onnx Tensorflow ⭐ 1,058
Tensorflow Backend for ONNX
dependent packages 7total releases 15most recent commit 4 days agopypi onnx-tf} Downloads
Pytorchnlpbook ⭐ 1,043
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
most recent commit 2 years ago
Tech_aarticle ⭐ 1,028
主要是我是日常看过的不错的文章的资源汇总，方便自己也分享给大家。有些我看过的，就会做简单的解读，没看
most recent commit a year ago
Tez ⭐ 1,025
Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.
dependent packages 2total releases 21most recent commit 18 days agopypi tez} Downloads
Tensorflow_object_counting_api ⭐ 1,023
🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!
most recent commit 9 months ago
Skater ⭐ 1,013
Python Library for Model Interpretation/Explanations
total releases 23most recent commit 4 months ago
Flow Forecast ⭐ 1,004
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 4 days ago
Machine Learning ⭐ 943
机器学习原理
most recent commit 5 months ago
Pipecnn ⭐ 916
An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
most recent commit 3 months ago
Ai_tutorial ⭐ 915
精华机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理
most recent commit 15 hours ago
Variational Autoencoder ⭐ 905
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
most recent commit 7 months ago
Softlearning ⭐ 884
Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.
most recent commit 3 months ago
1-100 of 3,830 projects
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Freecodecamp ⭐ 346,532
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Developer Roadmap ⭐ 195,459
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System Design Primer ⭐ 181,944
Tensorflow ⭐ 165,278
Bootstrap ⭐ 157,589
You Dont Know Js ⭐ 153,649
Cs Notes ⭐ 150,780
Ohmyzsh ⭐ 145,631
Build Your Own X ⭐ 142,363
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Gitignore ⭐ 133,520
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Awesome Python ⭐ 127,528
Javascript ⭐ 123,498
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