The Top 454 Deep Neural Networks Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

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 454 Deep Neural Networks Open Source Projects

Categories > Machine Learning > Deep Neural Networks

Tensorflow ⭐ 154,686

An Open Source Machine Learning Framework for Everyone

Faceswap ⭐ 34,841

Deepfakes Software For All

Deepfacelab ⭐ 25,714

DeepFaceLab is the leading software for creating deepfakes.

Awesome Deep Learning Papers ⭐ 22,758

The most cited deep learning papers

Cntk ⭐ 16,983

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

Learnopencv ⭐ 13,552

Learn OpenCV : C++ and Python Examples

Plotneuralnet ⭐ 12,669

Latex code for making neural networks diagrams

Pix2code ⭐ 11,191

pix2code: Generating Code from a Graphical User Interface Screenshot

Machine Learning Tutorials ⭐ 11,172

machine learning and deep learning tutorials, articles and other resources

Onnx ⭐ 10,020

Open standard for machine learning interoperability

Deep_learning_object_detection ⭐ 9,778

A paper list of object detection using deep learning.

Neural Doodle ⭐ 9,564

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 ⭐ 9,195

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

Bert As Service ⭐ 9,090

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

Tfjs Core ⭐ 8,512

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

Caffe2 ⭐ 8,434

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

The Incredible Pytorch ⭐ 8,020

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

Ludwig ⭐ 7,635

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

Darkflow ⭐ 5,836

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 ⭐ 5,179

Synthesizing and manipulating 2048x1024 images with conditional GANs

Deeppavlov ⭐ 5,123

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

Serving ⭐ 4,964

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

TensorFlow documentation

Gorgonia ⭐ 3,949

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

Distiller ⭐ 3,446

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

Ai Deadlines ⭐ 3,268

⏰ AI conference deadline countdowns

Deep Learning In Production ⭐ 2,760

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

Nanodet ⭐ 2,676

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

Dlwpt Code ⭐ 2,591

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

Super Slomo ⭐ 2,568

PyTorch implementation of Super SloMo by Jiang et al.

Generative_inpainting ⭐ 2,373

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

Oneflow ⭐ 2,322

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

Onednn ⭐ 2,315

oneAPI Deep Neural Network Library (oneDNN)

Adversarial Robustness Toolbox ⭐ 2,121

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

Awesome Deep Learning Music ⭐ 2,059

List of articles related to deep learning applied to music

Pytorch Kaldi ⭐ 1,979

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.

Best_ai_paper_2020 ⭐ 1,881

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

Self Driving Car ⭐ 1,867

Udacity Self-Driving Car Engineer Nanodegree projects.

Zi2zi ⭐ 1,854

Learning Chinese Character style with conditional GAN

An Engine-Agnostic Deep Learning Framework in Java

Webdnn ⭐ 1,808

The Fastest DNN Running Framework on Web Browser

Paddlex ⭐ 1,720

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

Bender ⭐ 1,716

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

Invoicenet ⭐ 1,697

Deep neural network to extract intelligent information from invoice documents.

Perceptualsimilarity ⭐ 1,585

LPIPS metric. pip install lpips

Tenginekit ⭐ 1,504

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.

Vosk Api ⭐ 1,441

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

Tensorflow2.0 Examples ⭐ 1,420

🙄 Difficult algorithm, Simple code.

Pytorchnlpbook ⭐ 1,409

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

Androidtensorflowmachinelearningexample ⭐ 1,371

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

Top Deep Learning ⭐ 1,366

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

Grenade ⭐ 1,345

Deep Learning in Haskell

Ngraph ⭐ 1,324

nGraph has moved to OpenVINO

Niftynet ⭐ 1,278

[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

Flops Counter.pytorch ⭐ 1,254

Flops counter for convolutional networks in pytorch framework

Awesome Learning With Label Noise ⭐ 1,254

A curated list of resources for Learning with Noisy Labels

Forge ⭐ 1,245

A neural network toolkit for Metal

Awesome System For Machine Learning ⭐ 1,199

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

Noreward Rl ⭐ 1,189

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

Satellite Image Deep Learning ⭐ 1,187

Resources for deep learning with satellite & aerial imagery

My Journey In The Data Science World ⭐ 1,175

📢 Ready to learn or review your knowledge!

Pointcnn ⭐ 1,125

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

Dm Haiku ⭐ 1,063

JAX-based neural network library

Detext ⭐ 1,047

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

Deep Head Pose ⭐ 1,046

🔥🔥 Deep Learning Head Pose Estimation using PyTorch.

Knowledge Distillation Pytorch ⭐ 1,007

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

Sockeye ⭐ 992

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

Densedepth ⭐ 985

High Quality Monocular Depth Estimation via Transfer Learning

Dl Colab Notebooks ⭐ 983

Try out deep learning models online on Google Colab

Channel Pruning ⭐ 982

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

Python Library for Model Interpretation/Explanations

Tensorflow_object_counting_api ⭐ 966

🚀 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!

Medicaldetectiontoolkit ⭐ 926

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.

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

Onnx Tensorflow ⭐ 859

Tensorflow Backend for ONNX

Deep Learning Time Series ⭐ 834

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

Ml Kws For Mcu ⭐ 827

Keyword spotting on Arm Cortex-M Microcontrollers

Variational Autoencoder ⭐ 812

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

Descriptive Deep Learning

Quickdraw ⭐ 810

Implementation of Quickdraw - an online game developed by Google

Poseestimationformobile ⭐ 791

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

Pipecnn ⭐ 789

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

Emotion Recognition Neural Networks ⭐ 776

Emotion recognition using DNN with tensorflow

Dl 4 Tsc ⭐ 751

Deep Learning for Time Series Classification

Gans In Action ⭐ 750

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)

Deeplearning.scala ⭐ 747

A simple library for creating complex neural networks

Bmw Tensorflow Training Gui ⭐ 740

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.

Softlearning ⭐ 721

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

Keras Attention ⭐ 702

Visualizing RNNs using the attention mechanism

Tiramisu ⭐ 701

A polyhedral compiler for expressing fast and portable data parallel algorithms

Pytorch Multi Style Transfer ⭐ 701

Neural Style and MSG-Net

Yolo Tf2 ⭐ 696

yolo(all versions) implementation in keras and tensorflow 2.4

Torchsde ⭐ 691

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

Android Tensorflow Lite Example ⭐ 683

Android TensorFlow Lite Machine Learning Example

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

Adversarial_video_generation ⭐ 663

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

Speech Enhancement Generative Adversarial Network in TensorFlow

1-100 of 454 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