The Top 440 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

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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 440 Deep Neural Networks Open Source Projects

Categories > Machine Learning > Deep Neural Networks

Tensorflow ⭐ 152,477

An Open Source Machine Learning Framework for Everyone

Faceswap ⭐ 33,915

Deepfakes Software For All

Deepfacelab ⭐ 22,866

DeepFaceLab is the leading software for creating deepfakes.

Awesome Deep Learning Papers ⭐ 22,452

The most cited deep learning papers

Cntk ⭐ 16,959

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

Learnopencv ⭐ 12,940

Learn OpenCV : C++ and Python Examples

Plotneuralnet ⭐ 11,383

Latex code for making neural networks diagrams

Pix2code ⭐ 11,106

pix2code: Generating Code from a Graphical User Interface Screenshot

Machine Learning Tutorials ⭐ 10,982

machine learning and deep learning tutorials, articles and other resources

Open standard for machine learning interoperability

Neural Doodle ⭐ 9,525

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_object_detection ⭐ 9,475

A paper list of object detection using deep learning.

Deep Learning Drizzle ⭐ 8,958

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

Bert As Service ⭐ 8,775

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

Tfjs Core ⭐ 8,525

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

Caffe2 ⭐ 8,441

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

The Incredible Pytorch ⭐ 7,813

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

Ludwig ⭐ 7,433

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

Darkflow ⭐ 5,771

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 ⭐ 5,040

Synthesizing and manipulating 2048x1024 images with conditional GANs

Deeppavlov ⭐ 4,941

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

Serving ⭐ 4,825

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

TensorFlow documentation

Gorgonia ⭐ 3,793

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

Distiller ⭐ 3,331

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

Ai Deadlines ⭐ 3,065

⏰ AI conference deadline countdowns

Deep Learning In Production ⭐ 2,650

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

Super Slomo ⭐ 2,518

PyTorch implementation of Super SloMo by Jiang et al.

Dlwpt Code ⭐ 2,375

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

Generative_inpainting ⭐ 2,261

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

Onednn ⭐ 2,227

oneAPI Deep Neural Network Library (oneDNN)

Oneflow ⭐ 2,165

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

Nanodet ⭐ 2,073

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥

Awesome Deep Learning Music ⭐ 2,003

List of articles related to deep learning applied to music

Adversarial Robustness Toolbox ⭐ 1,959

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

Pytorch Kaldi ⭐ 1,900

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.

Zi2zi ⭐ 1,812

Learning Chinese Character style with conditional GAN

Webdnn ⭐ 1,802

The Fastest DNN Running Framework on Web Browser

Self Driving Car ⭐ 1,786

Udacity Self-Driving Car Engineer Nanodegree projects.

Bender ⭐ 1,699

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

An Engine-Agnostic Deep Learning Framework in Java

Invoicenet ⭐ 1,612

Deep neural network to extract intelligent information from invoice documents.

Perceptualsimilarity ⭐ 1,417

LPIPS metric. pip install lpips

Tenginekit ⭐ 1,402

TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks SDK On Mobile.

Androidtensorflowmachinelearningexample ⭐ 1,362

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

Grenade ⭐ 1,340

Deep Learning in Haskell

Top Deep Learning ⭐ 1,339

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

Tensorflow2.0 Examples ⭐ 1,337

🙄 Difficult algorithm, Simple code.

Pytorchnlpbook ⭐ 1,330

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

Ngraph ⭐ 1,323

nGraph has moved to OpenVINO

Niftynet ⭐ 1,263

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

Forge ⭐ 1,240

A neural network toolkit for Metal

Deep Learning Toolkit for Medical Image Analysis

My Journey In The Data Science World ⭐ 1,175

📢 Ready to learn or review your knowledge!

Noreward Rl ⭐ 1,158

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

Awesome System For Machine Learning ⭐ 1,116

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

Flops Counter.pytorch ⭐ 1,108

Flops counter for convolutional networks in pytorch framework

Vosk Api ⭐ 1,107

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

Pointcnn ⭐ 1,100

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

Awesome Learning With Label Noise ⭐ 1,087

A curated list of resources for Learning with Noisy Labels

Satellite Image Deep Learning ⭐ 1,050

Resources for deep learning with satellite & aerial imagery

Deep Head Pose ⭐ 990

🔥🔥 Deep Learning Head Pose Estimation using PyTorch.

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

Sockeye ⭐ 984

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

Channel Pruning ⭐ 972

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

Python Library for Model Interpretation/Explanations

Densedepth ⭐ 922

High Quality Monocular Depth Estimation via Transfer Learning

Knowledge Distillation Pytorch ⭐ 918

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

Tensorflow_object_counting_api ⭐ 916

🚀 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!

Dm Haiku ⭐ 900

JAX-based neural network library

Medicaldetectiontoolkit ⭐ 891

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.

Dl Colab Notebooks ⭐ 852

Try out deep learning models online on Google Colab

Onnx Tensorflow ⭐ 816

Tensorflow Backend for ONNX

Descriptive Deep Learning

Self-contained Machine Learning and Natural Language Processing library in Go

Ml Kws For Mcu ⭐ 796

Keyword spotting on Arm Cortex-M Microcontrollers

Variational Autoencoder ⭐ 784

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

Emotion Recognition Neural Networks ⭐ 764

Emotion recognition using DNN with tensorflow

Poseestimationformobile ⭐ 750

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

Deeplearning.scala ⭐ 747

A simple library for creating complex neural networks

Pipecnn ⭐ 737

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

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

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

Gans In Action ⭐ 709

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

Quickdraw ⭐ 709

Implementation of Quickdraw - an online game developed by Google

Bmw Tensorflow Training Gui ⭐ 698

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.

Dl 4 Tsc ⭐ 694

Deep Learning for Time Series Classification

Keras Attention ⭐ 693

Visualizing RNNs using the attention mechanism

Deep Learning Time Series ⭐ 692

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

Softlearning ⭐ 678

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

Yolo Tf2 ⭐ 676

yolo(v3/v4) implementation in keras and tensorflow 2.3

Android Tensorflow Lite Example ⭐ 673

Android TensorFlow Lite Machine Learning Example

Tiramisu ⭐ 669

A polyhedral compiler for expressing fast and portable data parallel algorithms

Pytorch Multi Style Transfer ⭐ 664

Neural Style and MSG-Net

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

Adversarial_video_generation ⭐ 659

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

Speech Enhancement Generative Adversarial Network in TensorFlow

Hivemind ⭐ 636

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

1-100 of 440 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