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Handwriting Digit Recognition using Local Binary Pattern Variance and Artificial neural network Classification(ANN)"

In base paper present about handwriting digit recognition system using Local Binary Pattern as feature extraction method and K-Nearest Neighbor as classification algorithm. So I would like to do the same work by using Artificial neural networks (ANN) as machine learning classification algorithm. In base paper the testing result on this system shows that the Local Binary Pattern Variance method can recognize handwriting digit character on MNIST dataset with accuracy level 89,81% using the best parameter value radius=4,256 and 64-bin histogram, 9 region division on the image, and 10 nearest neighbor on K-NN algorithm. When tested using the data from C1 form , the system accuration value is 70,91%. Aim of my project is to increase the accuracy of predictions using ANN.

PFA for base paper.

Compétences : Algorithme, Java, Apprentissage Automatique, Matlab and Mathematica, Python

en voir plus : handwritten character recognition python, mnist digit recognition cnn, handwritten digit recognition keras, handwritten digit recognition algorithm, handwritten digit recognition using neural networks ppt, handwritten digit recognition pdf, digit recognition using neural network python, handwritten digit recognition python code, face recognition using microcontrollers, ocr shapes recognition using cnet, speaker recognition using gaussian models matlab files, hardware involved face recognition using microcontroller, shape recognition using image magick, voice recognition using labview, simple speech recognition using matlab, phases design implementing speech recognition using matlab, face recognition using matlab, handwriting form recognition icr sdk, card recognition using labview, face recognition using java

Concernant l'employeur :
( 0 commentaires ) Bengaluru, India

Nº du projet : #18157145

23 freelance font une offre moyenne de ₹27354 pour ce travail

matlabxperts

Hi, I have already worked on similar project in which I identified persons based on hishandwriting. I have also worked on digits recognition. You can also check our video of signature verification here [login to view URL] Plus

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(106 Commentaires)
6.9
davidngo817

Hello, dear! I am interested in your project. I have extensive experience in image processing and computer vision such as handwritten text recognition, ALPR and OCR using ANN, Tensorflow, Keras, CNN and etc. As a de Plus

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(44 Commentaires)
6.2
dinhfreedom

-Interested Project. Pro OCR & Image Processing & Machine Learning expert. Best result in time----- [login to view URL] I read your description very carefully. I am very interesting for your project because I have rich exp Plus

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6.5
shivampanchal

I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/ Plus

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(31 Commentaires)
6.0
nodinh325

Hi, I am professional in Handwriting Digit Recognition. I did Handwriting Digit Recognition using Local Binary Pattern Variance and Artificial neural network Classification(ANN) before. I can do your project perfectl Plus

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(39 Commentaires)
5.4
williams115

Hi, there - My name is Phong. I read your job description and I am very interested in this project because I have good experience with machine learning algorithm such as kmeans, artificial neural network, and handwrit Plus

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5.4
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Plus

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5.5
blackbox311

Dear. I am a professional in applied mathematics. I have many experiences in Machine learning. I am sure I can help you . We can discuss details via chat. I wait for you now. Thanks.

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4.8
anuragiitk

I am an IITK graduate and I have 11 years of experience in software development. I have 100% completion rate and I have finished projects with the highest level of customer satisfaction. I have a team of rock star dev Plus

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5.6
rizwanmpec

Expert in Matlab, Simulink, Power System, Signal Processing, Image Processing Artificial Intelligence. Excellent in Electrical Engg. Algorithms development, ANN, MPPT, PSO, ACO, ABC, MPC, BFO, Game Theory etc Face De Plus

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(10 Commentaires)
3.9
general985

Hello sir. I'm excited about your project, because I've really rich experience in Hand Written Digit Recognition & MATLAB Programming. I've developed many projects similar to yours and excellent skills. If you award Plus

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(14 Commentaires)
3.8
KJPrajapati89

I have consultant firm working on MATLAB and python since last 6 years. I have completed 175+ projects including 13 research projects. I have experience on LBP and ANN both. I will implement your work in a week. Just n Plus

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3.9
eecs93

My preferred method of freelancing is an interactive approach to project solving. I have an MSEE specializing in Digital Signal/Image Processing. I do my work in MATLAB (expert).

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3.6
Yangzayang

Dear Sir: My 10 years of R&D experience should be of interest to an ideal project like yours. In various capacities in machine learning and signal processing, leading to my present assignment as project manager, I h Plus

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(7 Commentaires)
2.9
chandan1612

My final year project is based on handwriting recognition. Your problem statement excatly matches with the project that I have done. I have implemented other feature extraction methods. The one that you are asking I ca Plus

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2.5
MedIntellego

Good Day! As a Senior MATLAB and Machine Learning Engineer expert in clinical decision support systems of an innovative start-up applying Artificial Intelligence in healthcare, I would be delighted to assist you in Plus

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2.3
JC37830

Hello, I have over 20 years of scientific research experience, over 5 years of machine learning experience and over 2 years of experience squeezing performance out of machine/deep learning models for Kaggle competit Plus

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1.3
sharzz1

Hi, IAM having 2.5years of experience in image processing Matlab field. It's happy to know that ur project is familiar to me. IAM mainly working on Neural Networks. so if u can share further details I can help you. tha Plus

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0.0
Rahul10061995

Actually I am also doing this work and you can provide that such a project definitely I will do great work

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ridasardaar

I will do my best. I have worked on almost everthing you requires so you can trust on me.

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0.0