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162 search results found

Awesome Deep Learning Papers ⭐ 24,903

The most cited deep learning papers

The Incredible Pytorch ⭐ 10,557

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

Awesome Deep Learning Music ⭐ 2,650

List of articles related to deep learning applied to music

Bender ⭐ 1,759

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

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Grenade ⭐ 1,430

Deep Learning in Haskell

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Forge ⭐ 1,224

A neural network toolkit for Metal

Niftynet ⭐ 1,170

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

Deeplearning.scala ⭐ 759

A simple library for creating complex neural networks

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

Adversarial_video_generation ⭐ 685

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

📎 Summaries of papers on deep learning

Synthesizing ⭐ 470

Code for paper "Synthesizing the preferred inputs for neurons in neural networks via deep generator networks"

Deep Neural Network Library for JavaScript.

Nn_playground ⭐ 390

Experimental keras implementation of novel neural network structures

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

Pose Residual Network ⭐ 316

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network (ECCV 2018)' paper

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Model Compression Papers ⭐ 306

Papers for deep neural network compression and acceleration

Snn_toolbox ⭐ 293

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

Pose Residual Network Pytorch ⭐ 282

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network' paper https://arxiv.org/abs/1807.04067

Twitter Sent Dnn ⭐ 263

Deep Neural Network for Sentiment Analysis on Twitter

Minidnn ⭐ 243

A header-only C++ library for deep neural networks

Chaidnn ⭐ 230

HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs

Color Accessibility Neural Network Deeplearnjs ⭐ 230

🍃 Using a Neural Network to improve web accessibility in JavaScript.

Mixture Density Networks For Distribution And Uncertainty Estimation ⭐ 225

A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)

3dmmasstn ⭐ 194

MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

Keraspp ⭐ 178

코딩셰프의 3분 딥러닝, 케라스맛

Deep Survey Text Classification ⭐ 177

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

Multihead Siamese Nets ⭐ 173

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

Awesome Gans And Deepfakes ⭐ 171

A curated list of GAN & Deepfake papers and repositories.

Shainet ⭐ 165

SHAInet - a pure Crystal machine learning library

Improved Dynamic Memory Networks Dmn Plus ⭐ 162

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)

Deep Mri Reconstruction ⭐ 159

Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo

Iresnet ⭐ 157

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Awesome Speech Enhancement ⭐ 151

A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.

Models Comparison.pytorch ⭐ 141

Code for the paper Benchmark Analysis of Representative Deep Neural Network Architectures

N2D2 is an open source CAD framework for Deep Neural Network simulation and full DNN-based applications building.

Livianet ⭐ 133

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

Polynomial_nets ⭐ 131

Official Implementation of the CVPR'20 paper 'Π-nets: Deep Polynomial Neural Networks' and its T-PAMI-21 extension.

Matlab Gan ⭐ 125

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Deep Steganography ⭐ 125

Hiding Images within other images using Deep Learning

Netdef_models ⭐ 123

Repository for different network models related to flow/disparity (ECCV 18)

Deep Learning Coursera ⭐ 102

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

Pinns Tf2.0 ⭐ 91

TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).

ANRL: Attributed Network Representation Learning via Deep Neural Networks(IJCAI-2018)

Simple Neural Network ⭐ 84

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

Practicalmachinelearning ⭐ 79

A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source

Fast Dnn ⭐ 78

A fast deep neural network library (CPU) for speech recognition

Pytorchfi ⭐ 75

A runtime fault injection tool for PyTorch 🔥

Deep Image Compression Video Coding ⭐ 75

Recent papers and codes related to deep learning/deep neural network based image compression and video coding framework.

Deep Vision Processing ⭐ 74

Deep computer-vision algorithms for the Processing framework.

Randwirenn ⭐ 69

Implementing Randomly Wired Neural Networks for Image Recognition, Using CIFAR-10 dataset, CIFAR-100 dataset

My Solution to Assignments of CS231n in Winter2016

Stochastic Quantization ⭐ 67

Training Low-bits DNNs with Stochastic Quantization

Intrusion Detection Systems ⭐ 64

This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security".

Rnn Trajmodel ⭐ 63

The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"

Dnn Watermark ⭐ 60

Implementation of "Embedding Watermarks into Deep Neural Networks," in Proc. of ICMR'17.

Train Ai With Django Swagger Jwt ⭐ 57

Train AI (Keras + Tensorflow) to defend apps with Django REST Framework + Celery + Swagger + JWT - deploys to Kubernetes and OpenShift Container Platform

Bayesbyhypernet ⭐ 55

Code for the paper Implicit Weight Uncertainty in Neural Networks

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Densemapnet ⭐ 50

Keras code of my ICRA 2018 paper "Fast Disparity Estimation using Dense Networks"

Training Tricks For Binarized Neural Networks ⭐ 50

The collection of training tricks of binarized neural networks.

Pytorch_multi_input_example ⭐ 49

Multi-Input Deep Neural Networks with PyTorch-Lightning - Combine Image and Tabular Data

Deep Learning ⭐ 48

Deep Learning Bootcamp

Network Assembler ⭐ 48

Network Assembler is a simple way to create neural networks in Keras

Deep Ranking ⭐ 47

Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same

Medicalimagesegmentation ⭐ 45

This repository aims at containing all the code employed at LIVIA to segment medical images. Mainly, our research focuses on bringind the expertise in deep learning and optimization techniques to the medical image analysis domain.

Adult Image Detector ⭐ 44

Use deep neural networks and other algos for detect nude images

Image Similarity ⭐ 43

Efficient utility of image similarity using deep neural network and deep learning.

fonet is a deep neural network package for Go.

Lipreading ⭐ 42

Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation

Tiny yet Powerful Deep Neural Networks

Deeplearning4recommendersystem ⭐ 39

deep learning for recommender system

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies

A Lightweight & Flexible Deep Learning (Neural Network) Framework in Python

Hypelcnn ⭐ 38

A Deep Learning Classification Framework with Spectral and Spatial Feature Fusion Layers for Hyperspectral and Lidar Sensor Data

Fasterdnn ⭐ 37

Faster Deep Neural Networks

Crowdlayer ⭐ 37

A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.

Artificial_neural_networks ⭐ 35

A collection of Methods and Models for various architectures of Artificial Neural Networks

Dbn Cuda ⭐ 34

GPU accelerated Deep Belief Network

Deep Neural Network package written in Go programming Language

Neural network library written in C and Javascript

Mean Field Theory Deep Learning ⭐ 32

paper lists and information on mean-field theory of deep learning

Cifar 10 ⭐ 32

Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.

TedNet: A Pytorch Toolkit for Tensor Decomposition Networks

Deep Neural Networks For Piano Music Transcription ⭐ 31

Deep Neural Networks for Piano Music Transcription - Project for the course DT2119 - Speech and Speaker recognition KTH

F Principle ⭐ 30

code to show F-Principle in the DNN training

Pytorch Recurrent Ae Siggraph17 ⭐ 29

Pytorch implementation for 'Interactive Reconstruction of Monte Carlo Image Sequences using a Recurrent Denoising Autoencoder' , https://research.nvidia.com/publication/interactiv

Signal Processing And Pattern Classification ⭐ 28

Signal-Processing-and-Pattern-Classification - Atrial fibrillation & PCG classification

Neural_inverse_knitting ⭐ 27

Code for Neural Inverse Knitting: From Images to Manufacturing Instructions

Mobilenext ⭐ 26

non-official PyTorch implementation of MobileNeXt from paper [Rethinking Bottleneck Structure for Efficient Mobile Network Design]

Chainer Pointnet ⭐ 26

Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework

Mnist Neural Network Deeplearnjs ⭐ 25

🍃 Using a Neural Network to recognize MNIST digets in JavaScript.

Neural Network From Scratch Python ⭐ 24

A simple implementation to create and train a neural network in python. This implementation does not use any machine learning framework.

Caltech_birds ⭐ 23

A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.

Machine Learning Research Papers ⭐ 22

Collection of machine learning research paper references

Padhai Course ⭐ 22

Repository containing the colab-notebooks of the course i did on deep learning from One-Fourth-Labs

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