Awesome Open Source
Awesome Open Source
Combined Topics
deep-neural-networks x
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194

The Top 2,821 Deep Neural Networks Open Source Projects on Github

Categories > Machine Learning > Deep Neural Networks
Tensorflow ⭐ 160,068
An Open Source Machine Learning Framework for Everyone
Faceswap ⭐ 38,294
Deepfakes Software For All
Deepfacelab ⭐ 29,489
DeepFaceLab is the leading software for creating deepfakes.
Awesome Deep Learning Papers ⭐ 21,874
The most cited deep learning papers
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Darknet ⭐ 16,760
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
Tfjs ⭐ 15,647
A WebGL accelerated JavaScript library for training and deploying ML models.
Learnopencv ⭐ 14,871
Learn OpenCV : C++ and Python Examples
Plotneuralnet ⭐ 13,855
Latex code for making neural networks diagrams
Onnx ⭐ 11,568
Open standard for machine learning interoperability
Machine Learning Tutorials ⭐ 11,558
machine learning and deep learning tutorials, articles and other resources
Pix2code ⭐ 11,313
pix2code: Generating Code from a Graphical User Interface Screenshot
Nni ⭐ 10,407
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Deep_learning_object_detection ⭐ 10,156
A paper list of object detection using deep learning.
Deep Learning Drizzle ⭐ 9,658
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
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.)
Bert As Service ⭐ 9,360
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.
Ciphey ⭐ 8,477
⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡
Caffe2 ⭐ 8,430
Caffe2 is a lightweight, modular, and scalable deep learning framework.
The Incredible Pytorch ⭐ 8,367
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Ludwig ⭐ 7,953
Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.
Mnn ⭐ 6,162
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
Darkflow ⭐ 5,905
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Pix2pixhd ⭐ 5,460
Synthesizing and manipulating 2048x1024 images with conditional GANs
Deeppavlov ⭐ 5,438
An open source library for deep learning end-to-end dialog systems and chatbots.
Serving ⭐ 5,231
A flexible, high-performance serving system for machine learning models
Docs ⭐ 4,869
TensorFlow documentation
Pwnagotchi ⭐ 4,564
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
Gorgonia ⭐ 4,222
Gorgonia is a library that helps facilitate machine learning in Go.
Ai Deadlines ⭐ 3,630
⏰ AI conference deadline countdowns
Distiller ⭐ 3,489
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
Nanodet ⭐ 3,410
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
Paddlex ⭐ 3,159
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Deep Person Reid ⭐ 2,942
Torchreid: Deep learning person re-identification in PyTorch.
Deep Learning In Production ⭐ 2,909
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Oneflow ⭐ 2,698
OneFlow is a performance-centered and open-source deep learning framework.
Generative_inpainting ⭐ 2,568
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
Onednn ⭐ 2,547
oneAPI Deep Neural Network Library (oneDNN)
Super Slomo ⭐ 2,463
PyTorch implementation of Super SloMo by Jiang et al.
Analytics Zoo ⭐ 2,411
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
Dlwpt Code ⭐ 2,407
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Vosk Api ⭐ 2,355
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
Deepvariant ⭐ 2,354
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
Djl ⭐ 2,174
An Engine-Agnostic Deep Learning Framework in Java
Self Driving Car ⭐ 1,995
Udacity Self-Driving Car Engineer Nanodegree projects.
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.
Awesome Deep Learning Music ⭐ 1,975
List of articles related to deep learning applied to music
Pytorch Kaldi ⭐ 1,955
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.
Perceptualsimilarity ⭐ 1,899
LPIPS metric. pip install lpips
Best_ai_paper_2020 ⭐ 1,890
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
Webdnn ⭐ 1,827
The Fastest DNN Running Framework on Web Browser
Invoicenet ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
Satellite Image Deep Learning ⭐ 1,751
Resources for deep learning with satellite & aerial imagery
Bender ⭐ 1,684
Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.
Tensorflow Deep Learning ⭐ 1,678
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
Wer_are_we ⭐ 1,653
Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.
Zi2zi ⭐ 1,639
Learning Chinese Character style with conditional GAN
Awesome Learning With Label Noise ⭐ 1,594
A curated list of resources for Learning with Noisy Labels
Tensorflow2.0 Examples ⭐ 1,526
🙄 Difficult algorithm, Simple code.
Dm Haiku ⭐ 1,423
JAX-based neural network library
Flops Counter.pytorch ⭐ 1,420
Flops counter for convolutional networks in pytorch framework
Awesome System For Machine Learning ⭐ 1,351
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
Tabnet ⭐ 1,346
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
Grenade ⭐ 1,335
Deep Learning in Haskell
Androidtensorflowmachinelearningexample ⭐ 1,324
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
Ngraph ⭐ 1,310
nGraph - open source C++ library, compiler and runtime for Deep Learning
Text_classification ⭐ 1,301
Text Classification Algorithms: A Survey
Forge ⭐ 1,224
A neural network toolkit for Metal
Deep Learning Time Series ⭐ 1,202
List of papers, code and experiments using deep learning for time series forecasting
Noreward Rl ⭐ 1,181
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Pointcnn ⭐ 1,176
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
My Journey In The Data Science World ⭐ 1,175
📢 Ready to learn or review your knowledge!
Niftynet ⭐ 1,170
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
Detext ⭐ 1,163
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
Knowledge Distillation Pytorch ⭐ 1,155
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
Dltk ⭐ 1,129
Deep Learning Toolkit for Medical Image Analysis
Dl Colab Notebooks ⭐ 1,100
Try out deep learning models online on Google Colab
Densedepth ⭐ 1,063
High Quality Monocular Depth Estimation via Transfer Learning
Pytorchnlpbook ⭐ 1,043
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Medicaldetectiontoolkit ⭐ 1,034
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.
Top Deep Learning ⭐ 1,025
Top 200 deep learning Github repositories sorted by the number of stars.
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!
Sockeye ⭐ 1,022
Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
Skater ⭐ 973
Python Library for Model Interpretation/Explanations
Onnx Tensorflow ⭐ 963
Tensorflow Backend for ONNX
Lama ⭐ 925
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
Channel Pruning ⭐ 921
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
Variational Autoencoder ⭐ 837
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Deep Head Pose ⭐ 829
🔥🔥 Deep Learning Head Pose Estimation using PyTorch.
Kur ⭐ 812
Descriptive Deep Learning
Quickdraw ⭐ 811
Implementation of Quickdraw - an online game developed by Google
Softlearning ⭐ 807
Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.
Emotion Recognition Neural Networks ⭐ 783
Emotion recognition using DNN with tensorflow
Torchsde ⭐ 781
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
Pipecnn ⭐ 779
An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
Emopy ⭐ 776
A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)
Bmw Tensorflow Training Gui ⭐ 765
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.
Tiramisu ⭐ 758
A polyhedral compiler for expressing fast and portable data parallel algorithms
Deeplearning.scala ⭐ 753
A simple library for creating complex neural networks
1-100 of 2,821 projects

Related Projects

Deep Learning Neural Network Projects (3,331)
Deep Learning Convolutional Neural Networks Projects (1,943)
Python Deep Learning Neural Network Projects (1,689)
Python Deep Neural Networks Projects (1,490)
Jupyter Notebook Deep Learning Neural Network Projects (1,005)
Machine Learning Deep Neural Networks Projects (879)
Jupyter Notebook Deep Neural Networks Projects (809)
Deep Learning Tensorflow Neural Network Projects (758)
Tensorflow Deep Neural Networks Projects (548)
Deep Learning Pytorch Neural Network Projects (541)
Python Deep Learning Tensorflow Neural Network Projects (448)
Python Machine Learning Deep Neural Networks Projects (437)
Pytorch Deep Neural Networks Projects (402)
Deep Learning Artificial Intelligence Neural Network Projects (402)
Python Deep Learning Pytorch Neural Network Projects (354)
Deep Learning Computer Vision Neural Network Projects (345)
Python Tensorflow Deep Neural Networks Projects (340)
Computer Vision Deep Neural Networks Projects (288)
Python Pytorch Deep Neural Networks Projects (279)
Jupyter Notebook Machine Learning Deep Neural Networks Projects (261)
Artificial Intelligence Deep Neural Networks Projects (233)
Cnn Deep Neural Networks Projects (190)
Machine Learning Tensorflow Deep Neural Networks Projects (185)
Jupyter Notebook Tensorflow Deep Neural Networks Projects (182)
Neural Network Deep Networks Projects (11)
Convolutional Neural Networks Deep Projects (10)
Machine Learning Neural Network Deep Networks Projects (6)
Deep Learning Neural Network Network Projects (4)
Python Convolutional Neural Networks Deep Projects (4)
Python Neural Network Deep Networks Projects (3)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.

All non readme contents or Github based topics or project metadata copyright Awesome Open Source 2018-2021