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

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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.

Алгоритм Java Machine Learning (ML) Matlab and Mathematica Python

ID Проекту: #18157145

Про проект

17 заявок(-ки) Дистанційний проект Остання активність 5 роки(ів) тому

17 фрілансерів(-и) готові виконати цю роботу у середньому за ₹27565

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 Більше

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6.3
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/ Більше

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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 Більше

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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 Більше

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4.3
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 Більше

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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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vikram2web

hi there I have already done similar project based on handwriting recognition according to your description You can view my portfolio for sample work I can deliver you the full source code with custom GUI as you like. Більше

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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 Більше

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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 Більше

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XiaoZhaoManzuNi

Hi I'm good at python, c++, c#, matlab, etc and have many experiences. I'm a good mathematician and physician. I read your project, thinking your project is fit to me. Please see my profile containing MNIST data pr Більше

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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 Більше

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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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GeeksSid

I have made a similar project with MNIST accuracy of 99.62 beating IAN Goodfellow in the process I will begin on 20th November and I am an expert on Deep Learning. I have kept a buffer period of 5 days in case somethin Більше

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