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The Top 23 Matlab Deep Neural Networks Open Source Projects

Open source projects categorized as Matlab Deep Neural Networks
Categories > Machine Learning > Deep Neural Networks
Vad ⭐ 632
Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.
most recent commit 2 years ago
Refinenet ⭐ 500
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation
most recent commit 4 years ago
3dmmasstn ⭐ 194
MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)
most recent commit 5 years ago
Pytorch Lapsrn ⭐ 178
Pytorch implementation for LapSRN (CVPR2017)
most recent commit 4 years ago
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.
most recent commit 3 years ago
Matlab Gan ⭐ 125
MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
most recent commit 3 months ago
Tutorial_separation ⭐ 117
This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.
most recent commit 2 years ago
Signalgraph ⭐ 110
Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool for various tasks.
most recent commit 5 years ago
Maestro ⭐ 102
An analytical cost model evaluating DNN mappings (dataflows and tiling).
most recent commit 9 months ago
Unique ⭐ 95
The repository for 'Uncertainty-aware blind image quality assessment in the laboratory and wild' and 'Learning to blindly assess image quality in the laboratory and wild'
most recent commit 5 months ago
Cie_xyz_net ⭐ 68
PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).
most recent commit 3 months ago
Dnn Speech Enhancement Demo Tool ⭐ 58
Universal Deep neural network based speech enhancement demo and tools, well pre-trained DNN model
most recent commit 4 months ago
Assert ⭐ 53
JHU's system submission to the ASVspoof 2019 Challenge: Anti-Spoofing with Squeeze-Excitation and Residual neTworks (ASSERT).
most recent commit 5 months ago
Matlab Toolbox For Dnn Based Speech Separation ⭐ 34
This folder contains Matlab programs for a toolbox for supervised speech separation using deep neural networks (DNNs).
most recent commit 6 years ago
Human Activities Gestures Recognition Using Channel State Information Csi Of Ieee 802.11n ⭐ 31
This is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices
most recent commit 2 years ago
Hico_benchmark ⭐ 30
Code for reproducing the results in "HICO: A Benchmark for Recognizing Human-Object Interactions in Images"
most recent commit 4 years ago
Focuslitenn ⭐ 28
Official PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology"
most recent commit 4 months ago
Deep Ssvep Bci ⭐ 28
most recent commit a year ago
Perceptual Weighting Filter Loss ⭐ 20
A perceptual weighting filter loss for DNN training in speech enhancement
most recent commit a year ago
Speakeridentificationneuralnetworks ⭐ 18
⇨ The Speaker Recognition System consists of two phases, Feature Extraction and Recognition. ⇨ In the Extraction phase, the Speaker's voice is recorded and typical number of features are extracted to form a model. ⇨ During the Recognition phase, a speech sample is compared against a previously created voice print stored in the database. ⇨ The highlight of the system is that it can identify the Speaker's voice in a Multi-Speaker Environment too. Multi-layer Perceptron (MLP) Neural Network base
most recent commit 3 years ago
Deep Learning Based Channel Estimation Schemes For Ieee 802.11p Standard ⭐ 15
This repository includes the source code of the STA-DNN and TRFI DNN channel estimators proposed in "Deep Learning Based Channel Estimation Schemes for IEEE 802.11 p Standard" and "Joint TRFI and Deep Learning for Vehicular Channel Estimation" papers that are published in the IEEE Access journal and the proceedings of the 2020 IEEE GLOBECOM Workshops, respectively.
most recent commit 9 months ago
Enhancing_least_square_channel_estimation_using_deep_learning ⭐ 13
This repository includes the source code of the LS-DNN based channel estimators proposed in "Enhancing Least Square Channel Estimation Using Deep Learning" paper that is published in the proceedings of the 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) virtual conference.
most recent commit 4 months ago
Dnn Hmm ⭐ 11
# DNN-HMM This directory contains all the Perl scripts and MATLAB codes we writed for the identification of replication domains using DNN-HMM in our paper.
most recent commit 7 years ago
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