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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
Onnx
⭐
9,632
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
⭐
5,242
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
Docs
⭐
4,226
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.
Djl
⭐
1,621
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
Dltk
⭐
1,233
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
⭐
986
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)
Skater
⭐
964
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
Kur
⭐
810
Descriptive Deep Learning
Spago
⭐
800
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
Tabnet
⭐
736
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
Emopy
⭐
723
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
⭐
662
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.
Segan
⭐
649
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.
Ffdl
⭐
631
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
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📦 192
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📦 78
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📦 113
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📦 80
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📦 28
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📦 32
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📦 49
Community
📦 83
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📦 60
Compilers
📦 63
Computer Science
📦 80
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📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
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Data Processing
📦 276
Data Storage
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Economics
📦 64
Frameworks
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Games
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Hardware
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Integrated Development Environments
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Learning Resources
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Libraries
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Lists Of Projects
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Machine Learning
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Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
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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