The Top 467 Deep Neural Networks Open Source Projects

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Awesome Open Source

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deep-neural-networks x

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 467 Deep Neural Networks Open Source Projects

Categories > Machine Learning > Deep Neural Networks

Tensorflow ⭐ 156,664

An Open Source Machine Learning Framework for Everyone

Faceswap ⭐ 37,162

Deepfakes Software For All

Deepfacelab ⭐ 26,753

DeepFaceLab is the leading software for creating deepfakes.

Awesome Deep Learning Papers ⭐ 22,962

The most cited deep learning papers

Cntk ⭐ 17,030

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Learnopencv ⭐ 14,059

Learn OpenCV : C++ and Python Examples

Plotneuralnet ⭐ 13,231

Latex code for making neural networks diagrams

Machine Learning Tutorials ⭐ 11,323

machine learning and deep learning tutorials, articles and other resources

Pix2code ⭐ 11,245

pix2code: Generating Code from a Graphical User Interface Screenshot

Onnx ⭐ 10,773

Open standard for machine learning interoperability

Deep_learning_object_detection ⭐ 9,961

A paper list of object detection using deep learning.

Neural Doodle ⭐ 9,600

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.)

Deep Learning Drizzle ⭐ 9,323

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Bert As Service ⭐ 9,315

Mapping a variable-length sentence to a fixed-length vector using BERT model

Tfjs Core ⭐ 8,518

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

Caffe2 ⭐ 8,433

Caffe2 is a lightweight, modular, and scalable deep learning framework.

The Incredible Pytorch ⭐ 8,294

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Ludwig ⭐ 7,719

Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.

Darkflow ⭐ 5,878

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

Pix2pixhd ⭐ 5,290

Synthesizing and manipulating 2048x1024 images with conditional GANs

Deeppavlov ⭐ 5,240

An open source library for deep learning end-to-end dialog systems and chatbots.

Serving ⭐ 5,075

A flexible, high-performance serving system for machine learning models

TensorFlow documentation

Gorgonia ⭐ 4,038

Gorgonia is a library that helps facilitate machine learning in Go.

Distiller ⭐ 3,539

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

Ai Deadlines ⭐ 3,399

⏰ AI conference deadline countdowns

Nanodet ⭐ 2,937

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Deep Learning In Production ⭐ 2,906

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Deep Person Reid ⭐ 2,794

Torchreid: Deep learning person re-identification in PyTorch.

Dlwpt Code ⭐ 2,701

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Super Slomo ⭐ 2,602

PyTorch implementation of Super SloMo by Jiang et al.

Oneflow ⭐ 2,473

OneFlow is a performance-centered and open-source deep learning framework.

Generative_inpainting ⭐ 2,464

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

Onednn ⭐ 2,402

oneAPI Deep Neural Network Library (oneDNN)

Awesome Deep Learning Music ⭐ 2,093

List of articles related to deep learning applied to music

Pytorch Kaldi ⭐ 2,026

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.

An Engine-Agnostic Deep Learning Framework in Java

Self Driving Car ⭐ 1,934

Udacity Self-Driving Car Engineer Nanodegree projects.

Best_ai_paper_2020 ⭐ 1,899

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

Zi2zi ⭐ 1,896

Learning Chinese Character style with conditional GAN

Paddlex ⭐ 1,853

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

Vosk Api ⭐ 1,826

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

Webdnn ⭐ 1,816

The Fastest DNN Running Framework on Web Browser

Invoicenet ⭐ 1,750

Deep neural network to extract intelligent information from invoice documents.

Bender ⭐ 1,718

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

Perceptualsimilarity ⭐ 1,683

LPIPS metric. pip install lpips

Tenginekit ⭐ 1,616

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.

Pytorchnlpbook ⭐ 1,472

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

Tensorflow2.0 Examples ⭐ 1,471

🙄 Difficult algorithm, Simple code.

Top Deep Learning ⭐ 1,386

Top 200 deep learning Github repositories sorted by the number of stars.

Androidtensorflowmachinelearningexample ⭐ 1,379

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

Flops Counter.pytorch ⭐ 1,374

Flops counter for convolutional networks in pytorch framework

Awesome Learning With Label Noise ⭐ 1,367

A curated list of resources for Learning with Noisy Labels

Grenade ⭐ 1,352

Deep Learning in Haskell

Ngraph ⭐ 1,334

nGraph has moved to OpenVINO

Satellite Image Deep Learning ⭐ 1,320

Resources for deep learning with satellite & aerial imagery

Niftynet ⭐ 1,283

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Deep Learning Toolkit for Medical Image Analysis

Awesome System For Machine Learning ⭐ 1,250

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

Forge ⭐ 1,246

A neural network toolkit for Metal

Noreward Rl ⭐ 1,200

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

My Journey In The Data Science World ⭐ 1,175

📢 Ready to learn or review your knowledge!

Pointcnn ⭐ 1,148

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Dm Haiku ⭐ 1,138

JAX-based neural network library

Detext ⭐ 1,120

DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

Deep Head Pose ⭐ 1,081

🔥🔥 Deep Learning Head Pose Estimation using PyTorch.

Dl Colab Notebooks ⭐ 1,072

Try out deep learning models online on Google Colab

Tabnet ⭐ 1,072

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Knowledge Distillation Pytorch ⭐ 1,069

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

Tensorflow Deep Learning ⭐ 1,068

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

Densedepth ⭐ 1,035

High Quality Monocular Depth Estimation via Transfer Learning

Sockeye ⭐ 1,008

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

Tensorflow_object_counting_api ⭐ 992

🚀 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!

Channel Pruning ⭐ 986

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

Python Library for Model Interpretation/Explanations

Medicaldetectiontoolkit ⭐ 976

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.

Deep Learning Time Series ⭐ 973

List of papers, code and experiments using deep learning for time series forecasting

Onnx Tensorflow ⭐ 900

Tensorflow Backend for ONNX

Ml Kws For Mcu ⭐ 853

Keyword spotting on Arm Cortex-M Microcontrollers

Variational Autoencoder ⭐ 845

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

Pipecnn ⭐ 827

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

Poseestimationformobile ⭐ 822

💃 Real-time single person pose estimation for Android and iOS.

Quickdraw ⭐ 819

Implementation of Quickdraw - an online game developed by Google

Descriptive Deep Learning

Dl 4 Tsc ⭐ 810

Deep Learning for Time Series Classification

Emotion Recognition Neural Networks ⭐ 783

Emotion recognition using DNN with tensorflow

Gans In Action ⭐ 773

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

Bmw Tensorflow Training Gui ⭐ 759

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

Torchsde ⭐ 753

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

Softlearning ⭐ 752

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

Deeplearning.scala ⭐ 750

A simple library for creating complex neural networks

Pytorch Multi Style Transfer ⭐ 724

Neural Style and MSG-Net

Tiramisu ⭐ 721

A polyhedral compiler for expressing fast and portable data parallel algorithms

Keras Attention ⭐ 705

Visualizing RNNs using the attention mechanism

Yolo Tf2 ⭐ 704

yolo(all versions) implementation in keras and tensorflow 2.5

Android Tensorflow Lite Example ⭐ 697

Android TensorFlow Lite Machine Learning Example

Speech Emotion Analyzer ⭐ 692

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

NeuPy is a Tensorflow based python library for prototyping and building neural networks

1-100 of 467 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210