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updated 5 days ago

Project 3D into 2D image coordinates using a camera model by Zachary Taylor

Project 3D points using a camera model with lens distortion parameters (point cloud, camera, projection)

projectPoints( points, K, T, D, imageSize, sortPoints )

Demo.m

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updated 12 days ago

Lynx MATLAB Toolbox by Simone

A toolbox for the design of complex machine learning experiments (machine learning, neural networks, support vector machin...)

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updated 12 days ago

Number Description with ANN ( OCR ) by Abdullah

Number Description with ANN ( OCR ) (image processing, neural networks)

trainsetin.m

control(a)

draw

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updated 21 days ago

Adaptive Filtering by Paulo S. R. Diniz

MATLAB files to implement all Adaptive Filtering Algorithms in this book. (adaptive filtering, echo, signal processing)

Affine_projection(desired,input,S)

Affine_projectionCM(input,S)

CMA(input,S)

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updated 29 days ago

Machine Learning for Mining & Metals by David Willingham

2 examples for Machine Learning for Mining, Regression & Classification (machine learning, metals, mining)

plotFitErrors.m

plotFitErrors.m

Rsquared(Y, YHat )

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updated 1 month ago

Fast Translation Invariant Multiscale Image Denoising (2D, 3D, Poisson, Gaussian images) by MENG

Efficient algorithms to calculate the translation invariant operator for general multiscale approach (multiscale methods, translation invariant, cycle spinning)

Bayes_crp_denoise(x,iter)

Bayes_crp_denoise_noshift(x,beta_soln)

Bayes_crp_denoise_noshift(x,beta_soln)

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updated 1 month ago

Photovoltaic module explicit neural model by Bartlomiej Ufnalski

A feedforward neural network is used to model a photovoltaic module. (solar energy, photovoltaics, renewables)

pv_array_sf.m

pv_array(Va,Suns,TaC)

ffnn_training.m

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updated 2 months ago

iPhone and iPad Sensor support from MATLAB (R2014b) by MathWorks Mobile Sensor Connectivity Team

Use MATLAB to acquire sensor data from built-in sensors on your iPhone or iPad (ios, iphone, ipad)

setupmobile

Capturing and Mapping GPS Example

Count steps with acceleration data from your Apple or And...

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updated 5 months ago

Machine Learning with MATLAB by Abhishek Gupta

These are the supporting MATLAB files for the MathWorks webinar of the same name. (blackbox modeling, nonparametric, partitional clusterin...)

ImportBankData(filename, startRow, endRow)

NNfun(X,Y)

bubbleplot(x, y, z, siz, col, shape, varargin)

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updated 5 months ago

Pitch Detection by Amir Soleimani Bajestani

Recognize musical pitch not only for simple instruments but also for Violin, Cello, Kamanche and etc (neural networks, gui, pitch detection)

actxlicense(progid)

harmonics (center,F,net,lf);

pitch(varargin)

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updated 8 months ago

AutoAssociativeNeuralNetwork.zip by Selva

auto associative neural network classifier for pattern classification (pattern classificatio..., classification, neural networks)

testBPN( x , net )

trainBPN( x )

helpaann.m

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updated 12 months ago

Face Detection System for MATLAB 2013a by Omid Sakhi

Face Detection using Gabor feature extraction and neural network (face detection, object detection, neural networks)

create_gabor

create_net

draw_rect (in,w)

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updated 1 year ago

NeuLoud (Calculates Loudness Level) by Victor Espinoza

Calculates Loudness Level according to ISO-226:2003 using Artificial Neural Networks for any SPL. (loudness level, psychoacoustic, acoustic)

L=NeuLoud(f1,SPL1)

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updated 2 years ago

Ensemble Toolbox by Mohammad Ali Bagheri

This toolbox provides some combination methods to fuse an ensemble of classifiers (classification, ensemble of classifie..., multiple classifier s...)

...

Ensemble_decision=CombineCLFs(CombinitionMethod,...

[Patterns,Targets,V_Targets]=LoadData(dataset,scale)

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updated 2 years ago

SCOPE: interactively tabulate SEER excel variables by Rex Cheung

This takes SEER excel column data interactively, tabulate them, write back in table format. (data import, data export, optimization)

output=xls2tabulate2xls(xlsfilename)

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updated 2 years ago

ANFIS for 2 dof robot by saurabh korgaonkar

anfis function is used to create a neural network to solve the inverse kinematics problem (anfis, neural networks, inverse kinematics)

DK47(q5,q6)

coordinates(in1,Q5,Q6)

trialdata.m

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updated 3 years ago

Electricity Load Forecasting for the Australian Market Case Study by David Willingham

This is a case study of forecasting short-term electricity loads for the Australian market. (artificial intelligen...)

createHolidayDates(startDate, endDate)

create_fit_net(inputs,targets)

createfigure3(data1, data2, S1, C1, data3)

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updated 3 years ago

Data Driven Fitting with MATLAB by Richard Willey

Demostration code and data sets for the "Data Driven Fitting with MATLAB" webinar. (localized regressionl..., localized regression, loess)

fitit(X,Y,varargin)

FititDemo.m

Load_Forecasting.m

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updated 3 years ago

Electricity Load and Price Forecasting Webinar Case Study by Ameya Deoras

Slides and MATLABĀ® code for the day-ahead system load and price forecasting case study. (electricity, energy trading, model)

createHolidayDates(startDate, endDate)

dynamicDateTicks(axH, link)

fetchDBLoadData(startDate, endDate)

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updated 3 years ago

Voice Based Biometric System by ambavi patel

Biometric property speech used for text dependent speaker recognition system. (signal processing, text dependent speake..., mfcc)

[fsize1,osize1,nwin1]=calsize(stime1,intval1,len1)

[fsize1,osize1,nwin1]=calsize(stime1,intval1,len1)

adddb.m

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updated 3 years ago

Neural Network Simulation of non-linear Mass Spring Damper by Christopher Rouxel

Mass spring damper simulation with non-linear everythings.NN Toolbox not needed (neural network, msd, mass)

B=Bvlin(v)

dampernet=NNdamper()

dampernet=NNdamper_lin()

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updated almost 4 years ago

Neural Network (MLP) Robot Localization by George Brindeiro

Simulation of neural robot localization using a Multi-Layer Perceptron Network. (simulation, gui, neural)

kksim(varargin)

localization_gui(varargin)

plotArrow(h,x,y,theta)

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updated almost 4 years ago

Neural Network add-in for PSORT by Tricia Rambharose

This add-in allows a Neural Network to be trained by Particle Swarm Optimization technique. (neural network, particle swarm optimi..., optimization)

NN_training_demo

nn_train_feedback(command,net,varargin)

trainpso(net, tr, trainV, valV, testV, varargin)

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updated almost 4 years ago

Face Detection using Support Vector Machine (SVM) by Omid Sakhi

Face Detection using Gabor feature extraction and support vector machines (SVMs) (face detection, support vector machin..., svm)

gabor (w,nu,mu,Kmax,f,sig)

im2vec (W27x18)

imscan (net,im)

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updated almost 4 years ago

Face Detection System by Omid Sakhi

Face Detection using Gabor feature extraction and neural network (application, face detection, neural networks)

drawrec (in,w)

gabor (w,nu,mu,Kmax,f,sig)

im2vec (W27x18)

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updated 4 years ago

MMGDX: a maximum-margin training method for neural networks by Oswaldo Ludwig

Maximum-margin training method applicable to MLP in the context of binary classification. (neural networks, machine intelligence, machine learning)

[acc,estimated]=sim_MMGDX(Nor,W1,W2,b1,b2,X,t)

train_MMGDX.m

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updated 4 years ago

Gradient from Neural Network by Alan Jennings

Function that takes a NN and creates a new NN that gives the gradient. (neural networks, function, gradient)

NN_GradientFunction(net)

NN_DerivativeValidate

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updated 5 years ago

Neural Network Symbolic expression by Dirk Gorissen

Prints out the symbolic expression of a Matlab Neural Network toolbox object (external interface, neural network, symbolic expression)

getNeuralNetExpression(net, outputIndex)

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updated 5 years ago

autoassociative memory by John Wetters

Develop a Matlab program to demonstrate a neural network autoassociative memory. (signal processing, mathematics, demo)

PlotRealMatrix(matrix)

plot_vector7_5(vector)

assoc_mem_demo.m

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updated 6 years ago

Character Recognition Example (III):Training a Simple NN for classification by Tan Chin Luh

This demo shows some examples for image pre-processing before the recognition stage. (application, neural netwrok, image processing)

charGUI(varargin)

charGUI2(varargin)

edu_createnn(P,T)

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updated 7 years ago

Neural Network Programs by Dr. Madhu S. Nair

Neural Network Example Programs (neural and fuzzy syst..., perceptron lms, feed)

CR()

delta.m

ff1.m

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updated 8 years ago

Character Recognition Example (IV):Training a Simple NN for classification by Rostam FarrokhNejad

This demo shows some examples for image pre-processing before the recognition stage. (gui, display, annotation)

charcrop(bw)

createnn(P,T)

figresize(bw2)

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updated almost 9 years ago

Particle Swarm Optimization Toolbox by Brian Birge

With Trelea, Common, and Clerc types along with ... (optimization, emergence, swarm intelligence)

...

[OUT,varargout]=pso_Trelea_vectorized(functname,D,varargin)

[out,varargout]=normmat(x,newminmax,flag)

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updated 11 years ago

AD751 by Vlad Atanasiu

A tool for laid lines density measurements from paper structure reproductions. (application, papermaking, laid lines)

ad751.m

emboss.m

imregrotate(varargin)

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updated 12 years ago

Simple DIP demos by Tan Chin Luh

Simple DIP demo using MATLAB 6.1, Image Processing Toolbox and NN Toolbox. (tutorial, example, template matching)

[complete_rivets,incomplete_rivets]=project(x)

[pic_NNinput]=crop5box(x,thresh)

about(varargin)

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updated almost 13 years ago

LABELNET by Ikaro Silva

Plots neurons and inputs of a self-organizing network on a 2D weight map. (fuzzy logic, neural networks, cluster graph plot ad...)

labelnet(net,varargin)

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