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142 search results found

Omniglot ⭐ 827

Omniglot data set for one-shot learning

Sgdlibrary ⭐ 181

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

Ml Course ⭐ 168

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

Gpstuff ⭐ 144

GPstuff - Gaussian process models for Bayesian analysis

Cinc Challenge2017 ⭐ 97

ECG classification from short single lead segments (Computing in Cardiology Challenge 2017 entry)

Cellexplorer ⭐ 81

CellExplorer is a graphical user interface, a standardized processing module and data structure for exploring and classifying single cells acquired using extracellular electrodes.

Classifiertoolbox ⭐ 75

A MATLAB toolbox for classifier: Version 1.0.7

Flexible Statistics and Data Analysis (FSDA) extends MATLAB for a robust analysis of data sets affected by different sources of heterogeneity. It is open source software licensed under the European Union Public Licence (EUPL). FSDA is a joint project by the University of Parma and the Joint Research Centre of the European Commission.

Mvpa Light ⭐ 59

Matlab toolbox for classification and regression of multi-dimensional data

Neuralnetplayground ⭐ 58

A MATLAB implementation of the TensorFlow Neural Networks Playground seen on http://playground.tensorflow.org/

Library of transfer learners and domain-adaptive classifiers.

Library for Online Learning algorithms

Fault Detection Using Deep Learning Classification ⭐ 51

This demo shows how to prepare, model, and deploy a deep learning LSTM based classification algorithm to identify the condition or output of a mechanical air compressor.

Brainnetclass ⭐ 49

Automatic EEG IC classification plugin for EEGLAB

Liquidsvm ⭐ 45

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-s

Revision ⭐ 39

ReVision: Automated Classification, Analysis and Redesign of Chart Images

Stackoverflow ⭐ 37

One short text dataset for classification and clustering extracted from StackOverflow

Eeg Processing Toolbox ⭐ 36

Matlab code for proccesing EEG signals.

Glcm Svm ⭐ 35

提取图像的灰度共生矩阵（GLCM），根据GLCM求解图像的概率特征，利用特征训练SVM分类器，对目标

Brain Mri Age Classification Using Deep Learning ⭐ 32

MATLAB example using deep learning to classify chronological age from brain MRI images

Multitasksleepnet ⭐ 29

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

🐳 Scripps Whale Acoustics Lab 🌎 Scripps Acoustic Ecology Lab - Triton with remoras in development

Bci_toolbox ⭐ 29

Classification toolbox for ERP and SSVEP based BCI data

Scan To Bim Grasshopper ⭐ 27

Scan-to-BIM toolbox for Grasshopper Rhino including mesh/pcd segmentation, classification and reconstruction

Gdlibrary ⭐ 27

Matlab library for gradient descent algorithms: Version 1.0.1

weedNet: Dense semantic weed classification using multispectral images and MAV for smart farming

Mlc_lsdr ⭐ 25

implementation of several label space dimension reduction approaches for multi-label classification

Mlc_toolbox ⭐ 23

A MATLAB/OCTAVE library for Multi-Label Classification

Global_geochemistry ⭐ 22

A global geochemistry dataset for rocks

An easy to use decoding toolbox for Matlab users.

Cnn Mi Bci ⭐ 21

CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of EEG motor imagery signals")

Machine_learning_from_scratch_matlab_python ⭐ 21

Vectorized Machine Learning in Python 🐍 From Scratch

Deep Cnn For Modulation Classification ⭐ 20

This repository provides some codes and results for modulation classification by using deep learning.

Hyperspectral Image Classification via a Random Patches Network

Deephypercnn ⭐ 19

Classification of Hyperspectral Satellite Image Using Deep Convolutional Neural Networks

Multimodal_dictionary_learning ⭐ 19

The code for the paper "Multimodal Task-driven Dictionary Learning for Image Classification".

Eeg_classifier ⭐ 19

A general matlab framework for EEG data classification

Fusion Of Dual Spatial Information For Hyperspectral Image Classification ⭐ 18

Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS

Dnn Object Manifolds ⭐ 17

Deepretinalclassification ⭐ 16

3-Class Retinal Classification via Deep Network Features and SVM Classifier (Academic Research Use)

Scatnetlight ⭐ 15

ScatNetLight for fast classifications of signals via Scattering Networks

Ofxsequence ⭐ 14

Sequence classification addon for openFrameworks

Complex Valued Cnn ⭐ 14

Complex-valued Convolutional Neural Networks

Hsi Classification ⭐ 14

Hyperspectral image classification with varies image processing and machine learning methods.

Canonical Correlation Forests

Noise-robust fixation classification (I2MC)

SNBC: Structural Neighborhood Based Classification of Nodes in a Network

Kernelized Bayesian Matrix Factorization

Facialexpressionrecognition ⭐ 13

Experiments with multiple classifiers to classify facial expressions

Fragments Expert ⭐ 13

Fragments-Expert is a software package for feature extraction from file fragments and classification among various file formats.

Deep Location-Specific Tracking

Tensor_classification ⭐ 13

Code for tensor classification.

Delay_embedding ⭐ 13

Delay embedding for time series modeling and classification

Fault Classification ⭐ 12

Power System overhead transmission line Fault classification

Dcase2016 Baseline System Matlab ⭐ 12

Supervised Spectral Spatial Hyperspectral Image Classification With Weighted Markov Random Fields ⭐ 12

Imageclassification ⭐ 11

Image Classification using SVM, Neural Networks etc.

Single Trial Eeg Classification ⭐ 11

A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal and spatial filtering with classification of single trial EEG

Bacteriaimageprocess ⭐ 11

This is for our project: to segment bacteria images and identify what bacteria species are in this image.

Computer Vision 16720 Cmu ⭐ 11

Cboglobalconvergenceanalysis ⭐ 11

Numerical illustration of a novel analysis framework for consensus-based optimization (CBO) and numerical experiments demonstrating the practicability of the method

Matlab code for hyperspectral image classification based on JSaCR (IEEE GRSL, 2017)

Simplemkl ⭐ 10

SimpleMKL Toolbox from http://asi.insa-rouen.fr/enseignants/~arakoto/code

MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification

MATLAB code of the paper "Sparse Representation and Least Squares-Based Classification in Face Recognition", EUSIPCO 2014

Ece697sp Hyperspectral Project ⭐ 9

Our final class project. Hyperspectral image classification.

Rgbd_detection ⭐ 9

RGB-D detection pipeline with object proposals by EdgeBoxes and object classification by Multimodal CNN

Deep Scene Classification ⭐ 9

Comparison of Scene Classification accuracy between Histogram, SIFT and Deep Learning based features

Decaptcha ⭐ 9

CAPTCHA solver | Machine Learning | Neural Networks | Image Processing | Feature Extraction | Optical Character Recognition | MATLAB

3dmfv Net Matlab ⭐ 9

A MATLAB implementation of 3DmFV-Net

Harris_corner_detector Matlab ⭐ 9

Matlab implementation of the Harris Corner Detector, and images + scripts to test it

Deap Jrp Emotion Classification ⭐ 9

Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient and high accuracy method for emotion classification using EEG data regardless of number of channels.

Hyperspectral Images Classification In Pytorch With Multiple Gpus ⭐ 9

Hyperspectral Images Classification in Pytorch with multiple GPUs - Pavia University

Sushi Dish ⭐ 8

Object detection and classification from real images

Tgrs_2020_msc Edkelm ⭐ 8

Multiscale Context-aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification, TGRS, 2020.

Icm Matcaffe ⭐ 8

Scene Parsing via Integrated Classification Model and Variance-Based Regularization (Matlab&Caffe), In CVPR 2019

Cnn Al Mrf ⭐ 8

This is the code of "Hyperspectral Image Classification with Convolutional Neural Network and Active Learning".

Speech_detection ⭐ 8

A real-time analyzer to detect normal speech/abusive speech/noise

Words Matter Scene Text For Image Classification ⭐ 8

Celltypeclassification ⭐ 8

Deep Learning Based Cell Type Classification with Low-Res Brightfield Single Cell Images

Bayesian (Semi-)Supervised Multilabel Learning

Demo_ssal_sdp ⭐ 8

Demo for the proposed SSAL-SDP method, i.e., superpixel-based semisupervised active learning (SSAL) method with the density peak (DP) augmentation, for the hyperspectral image classification.

Segmentation ⭐ 8

Buildings segmentation and multiple sclerosis lesions segmentation (Dictionary learning, Encoding, Classification)

Pixelclassifier ⭐ 7

A single-layer Random Forest model for pixel classification (image segmentation).

Image Classification ⭐ 7

texture image classification with python

Machine_learning ⭐ 7

Machine Learning - Coursera.org

Cmeanalysis ⭐ 7

clathrin-mediated endocytosis analysis

Benchmarking_slam ⭐ 7

Review & summary of SLAM benchmarks

Multi-view Common Component Discriminant Analysis for Cross-view Classification

Causally Regularized Learning ⭐ 7

A method which takes advantage of causal features for classification

Textureclassification_filterbank ⭐ 7

This repos provides an MATLAB code implementation for the Statistical Approach to Texture Classification from Single Images paper by Varma et. al.

Thesis Src ⭐ 7

Road Network Extraction

Rgbd Covariance Descriptors ⭐ 7

3D object classification using dictionary learning and RGB-D covariance descriptors.

Bayesian Efficient Multiple Kernel Learning

Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"

Hierarchical dynamic model for skeleton based action recognition

Fmri_mvpa ⭐ 7

Multi-Voxel Pattern Analysis (whole-brain searchlight) using Support Vector Machine Classification & Regression

Time Series Classification ⭐ 7

Source code for a paper using Mahalanobis distances for time series classification.

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