Concluído

A project on Artificial Neural Network using MATLAB

This programming assignment is to build an Artificial Neural Network (ANN) to

recognize handwritten 10 digits: ‘0’, ‘1’, ‘2’, …, ‘9’.

• You will build 4 different ANNs having hidden layer(s): 1, 3, 5 and 7.

• Each of the hidden layer will have random units ranging from 60 to 100.

• You are welcome to generate any additional useful features from the given

datasets to be used as input feature.

• Train your ANN(s) using the training datasets and identify the best weights

(parameters) using the test datasets.

• Exit condition for the ANN is at least 2000 epochs.

• Though optional, any addition (say, regularization parameter) that enhances the

performance of your ANN is very much encouraged and highlight this in your

report.

Data

• Information about the dataset:

o [login to view URL]~tibs/ElemStatLearn/datasets/[login to view URL]

• Dataset:

o Training:

[login to view URL]~tibs/ElemStatLearn/datasets/[login to view URL]

o Individual digit-wise training-data is also available:

[login to view URL]~tibs/ElemStatLearn/datasets/[login to view URL]

o Test:

[login to view URL]~tibs/ElemStatLearn/datasets/[login to view URL]

Habilidades: MATLAB, Machine Learning (ML), Python, Neural Networks

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Acerca do Empregador:
( 5 comentários ) kingsville, United States

ID do Projeto: #25095813

Concedido a:

WaldemarGunar

Hello. I have full experience in Matlab over 10 years. I have skills in Computer Vision, Image Processing and Machine Learning. I will satisfy your needs for your project. We can discuss more details about your project Mais

$20 USD em 2 dias
(2 Comentários)
1.4

10 freelancers estão ofertando em média $65 nesse trabalho

ibrahimanjum330

Hi, I am Ibrahim and I am a data scientist, I can help you, but, please tell me the requirements, I think you want me to use TensorFlow, and I also want to see the dataset first. Regards, Ibrahim Anjum

$10 USD in 3 dias
(33 Comentários)
5.2
mubashar06

I am electrical engineer with 6+ years of experience in the matlab programming. i have done various projects related to artificial neural networks such as SVM based claasification, BPA, RBF, CNN for different applica Mais

$200 USD in 10 dias
(14 Comentários)
4.3
zainpacc

Expertise in MATLAB with 5 years of academic, industrial and freelancing experience in this field I have completed various protects related this field as you can view my profile for completed projects. I can provide y Mais

$50 USD in 3 dias
(18 Comentários)
4.5
freelanceDL

Hello, I am a machine learning engineer familiar with handwritten digit classification ptoblem. I can provide you with the required model in MATLAB, along with the report. Please message me, if you would like to hire m Mais

$200 USD in 7 dias
(4 Comentários)
3.6
bideen

Hey there, I will build your model for you. Contact me for more info...........................................

$30 USD in 7 dias
(4 Comentários)
2.8
EngGHoneem

Hello, I'm a professional computer vision engineer. this task is very simple, I do a similar one and I got accuracy 99%. I can do it for you in only 2 days. and maybe less but using Tensorflow/ python. If you are ok Mais

$30 USD in 2 dias
(0 Comentários)
0.0
fromwaseem

Hey, "Not wasting time" I understand your requirements and fully accept the terms and conditions. We are experts at designing and developing, I’m eager to receive your feedback. Regards, Waseem Abbas

$30 USD in 5 dias
(0 Comentários)
0.0
saahiraamir

Done projects using ANN for Biomedical signal in Matlab and Python. I have more than 10 years of academic and research experience in the field of signal processing using Matlab. Done several projects on Matlab/Python.

$50 USD in 2 dias
(0 Comentários)
0.0
nikil28

Hey., I am expertise in machine learning and deep learning (area of intererst: deep convolutional Neural networks). I am interested in doing this . Waiting for you in the chat window. I got 99.9% accuracy on mnist han Mais

$30 USD in 2 dias
(0 Comentários)
0.0