All Categories → Machine Learning → deeplearning

Top 449 deeplearning open source projects

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

✭ 4,294

python deep-learning pytorch deeplearning python-spider webspider

This is a repository for an object detection inference API using the Tensorflow framework.

✭ 158

python deep-learning docker tensorflow api computer-vision rest-api object-detection docker-image deeplearning cpu docker-container inference computervision bounding-boxes

Airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

Best ai paper 2020

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

Java Deep Learning Cookbook

Code for Java Deep Learning Cookbook

✭ 156

java machine-learning nlp neural-network artificial-intelligence reinforcement-learning deeplearning classification time-series regression machinelearning nlp-machine-learning artificial-neural-networks linear-regression cookbook deeplearning4j

Zi2zi

Learning Chinese Character style with conditional GAN

✭ 1,988

python deep-learning machine-learning tensorflow deep-neural-networks deeplearning style-transfer pix2pix generative-adversarial-networks chinese-characters

Ensemble Pytorch

A unified ensemble framework for Pytorch to improve the performance and robustness of your deep learning model

✭ 153

python pytorch neural-networks deeplearning pytorch-tutorial ensemble-learning

Ai Art

PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!

✭ 153

python pytorch deeplearning style-transfer pix2pix cyclegan computervision

Mariana

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

✭ 151

javascript python deep-learning machine-learning data-science artificial-intelligence deep-neural-networks deeplearning machine-learning-algorithms machinelearning theano artificial-neural-networks deep-learning-algorithms

Electra pytorch

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

✭ 149

python pytorch nlp deeplearning language-model

Person Reid Gan Pytorch

A Pytorch Implementation of "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"(ICCV17)

✭ 147

python pytorch gan deeplearning person-reidentification

Anomaly detection tuto

Anomaly detection tutorial on univariate time series with an auto-encoder

✭ 144

jupyter-notebook tutorial deeplearning time-series detection anomalydetection

Deep Learning With Tensorflow Book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

✭ 12,105

python Jupyter Notebook pytorch tensorflow book opensource deeplearning machinelearning tensorflow2

Machine Learning Tutorials

machine learning and deep learning tutorials, articles and other resources

✭ 11,692

deep-learning machine-learning awesome awesome-list neural-network deep-neural-networks neural-networks list deeplearning machinelearning deep-learning-tutorial

Openbot

OpenBot leverages smartphones as brains for low-cost robots. We have designed a small electric vehicle that costs about $50 and serves as a robot body. Our software stack for Android smartphones supports advanced robotics workloads such as person following and real-time autonomous navigation.

✭ 2,025

java kotlin python typescript C++Jupyter Notebook android arduino robotics deeplearning education research robot smartphone openbot

Keras age gender

Easy Real time gender age prediction from webcam video with Keras

✭ 143

python machine-learning artificial-intelligence deeplearning

Real Time Ml Project

A curated list of applied machine learning and data science notebooks and libraries across different industries.

✭ 143

deep-learning machine-learning pytorch tensorflow keras deeplearning real-time ml machine-learning-algorithms application machinelearning project theano rl

Cutout Random Erasing

Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras

✭ 142

jupyter-notebook deep-learning keras deeplearning

All4nlp

All For NLP, especially Chinese.

✭ 141

jupyter-notebook nlp ai deeplearning machinelearning

Machine Deep Learning

👋 ML/DL学习笔记（基础+论文）

✭ 140

python machine-learning linux pytorch tensorflow learning deeplearning notes summary

Paddlex

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

✭ 3,399

python C++HTML CMake C#java deep-neural-networks neural-networks deeplearning classification segmentation detection deployment resnet yolov3 mobilenet unet industry jetson

Invoicenet

Deep neural network to extract intelligent information from invoice documents.

✭ 1,886

python shell deep-learning keras deep-neural-networks deeplearning classification information-retrieval keras-tensorflow information-extraction invoice billing invoices keras-neural-networks invoice-pdf invoice-management invoice-software invoice-insight invoice-parser

Xlearning

AI on Hadoop

✭ 1,709

java shell tensorflow ai deeplearning caffe yarn hadoop mxnet machinelearning

Horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

✭ 11,943

python C++CMake shell Cuda Dockerfile deep-learning machine-learning pytorch tensorflow keras spark deeplearning mxnet machinelearning baidu mpi uber ray

Voice activity detection

Voice Activity Detection based on Deep Learning & TensorFlow

✭ 132

python deep-learning machine-learning tensorflow artificial-intelligence deep-neural-networks deeplearning time-series speech-recognition resnet speech

Seq2seq tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

✭ 132

jupyter-notebook deep-learning machine-learning data-science keras deeplearning nlp-machine-learning sequence-to-sequence keras-tutorials

Visualizingcnn

🙈A PyTorch implementation of the paper "Visualizing and Understanding Convolutional Networks." （ECCV 2014)

✭ 132

python computer-vision convolutional-neural-networks deeplearning

E3d lstm

e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond

✭ 129

python tensorflow video deeplearning lstm unsupervised-learning

Awesome Gan For Medical Imaging

Awesome GAN for Medical Imaging

✭ 1,814

gan deeplearning generative-adversarial-network segmentation detection super-resolution medical-imaging registration reconstruction ct-denoising medical-image-synthesis

Wekadeeplearning4j

Weka package for the Deeplearning4j java library

✭ 127

java machine-learning deeplearning data-mining deeplearning4j

Fasttext.js

FastText for Node.js

✭ 127

javascript nodejs neural-networks deeplearning text-classification word2vec machinelearning word-embeddings fasttext language-detection

Face Alignment Training

Training code for the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.

✭ 127

lua deeplearning face-alignment torch7

Colorization

Automatic line art colorization using various types of hint or without hint

✭ 125

python deeplearning colorization

Simple Neural Network

Creating a simple neural network in Python with one input layer (3 inputs) and one output neuron.

✭ 126

python deep-learning neural-network deep-neural-networks deeplearning

Djl Demo

Demo applications showcasing DJL

✭ 126

java deep-learning ai learning deeplearning deep

Deeplearning Notes

Notes for Deep Learning Specialization Courses led by Andrew Ng.

✭ 126

deep-learning machine-learning tensorflow data-science neural-network algorithms cnn statistics deeplearning data-analysis notes coursera hyperparameter-optimization summary backpropagation andrew-ng

Echo

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

✭ 126

python deep-learning machine-learning pytorch tensorflow computer-vision nlp deep-neural-networks algorithms deeplearning machine-learning-algorithms mathematics gitbook functions deep-learning-algorithms

Deeplearning python

Deep Learning--深度学习

✭ 123

html cnn deeplearning

Icface

ICface: Interpretable and Controllable Face Reenactment Using GANs

✭ 122

python pytorch animation deeplearning face gans image-generation

Auto ml

[UNMAINTAINED] Automated machine learning for analytics & production

Monk gui

A Graphical user Interface for deep learning and computer vision over Monk Libraries

✭ 120

python python3 hacktoberfest deeplearning machinelearning

Clearml Agent

ClearML Agent - ML-Ops made easy. ML-Ops scheduler & orchestration solution

✭ 117

python deep-learning machine-learning kubernetes devops gpu deeplearning k8s orchestration

All Conv Keras

All Convolutional Network: (https://arxiv.org/abs/1412.6806#) implementation in Keras

✭ 115

python keras convolutional-neural-networks deeplearning data-augmentation

Deepcpg

Deep neural networks for predicting CpG methylation

✭ 113

python deep-neural-networks deeplearning

Lipnet Pytorch

The state-of-art PyTorch implementation of the method described in the paper "LipNet: End-to-End Sentence-level Lipreading" (https://arxiv.org/abs/1611.01599)

✭ 104

python pytorch deeplearning arxiv

Faceswap

Deepfakes Software For All

✭ 39,911