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train a neural net model

Objective:

You are required to train a neural net model for the handwritten data [login to view URL] script will be used to evaluate each code.

Only use python version 3 (not 2) for coding.

Input to file:

Your code should accept command line parameters. It should take one image file name as

input, e.g.

python3 [login to view URL] [login to view URL]

Input image file will have fixed 20x20 size in grayscale (similar to the one displayed in the

class exercise). In the dataset images are saved in the form of rows of 400 length.

These rows can be converted into 20x20 grayscale images by using following python code.

(You may import packages form numpy and matplotlib)

[login to view URL](filename, [login to view URL](data).reshape(20,20).T,cmap="gray")

In the example above data is the row data of X. for example X[0], X[3455] so on, “filename”

is the name of the image file. It can be any name like “[login to view URL]”, “[login to view URL]” so on.

Output of file:

Output of your code should be the predicted digit. Only digit in one line must be written as

output.

Testing your code:

Script will evaluate each code. I shall provide the input image (unseen) (size 20x20, gray

scale) to your code and will give +1 or 0 reward for each right and wrong prediction

respectively. Same test data set will be provided to each script.

Evner: Databehandling, Machine Learning (ML), Python

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Om arbejdsgiveren:
( 0 bedømmelser ) Jauharabad, Pakistan

Projekt ID: #19377433

10 freelancere byder i gennemsnit $156 på dette job

MeihaoShiguang

Hello! Your current dataset is very similar to MNIST dataset (28 x 28). We can use CNN to classify this type of handwritten letters. Python + Tensorflow will be used for this project! Thanks.

$250 USD in 13 dage
(23 bedømmelser)
5.8
harupy

Hi, I'm haru, a software engineer working in Japan. I'm interested in this project. Best regards, haru

$200 USD på 1 dag
(45 bedømmelser)
4.4
akhilmahajan90

Hey I am data scientist. i have 3 Years or more expereince in this field. i have done number of projects in machine learning as well in python(Django). 1) OCR ( human handwritten Recognition) 2) Object detection 3 Flere

$130 USD på 1 dag
(7 bedømmelser)
3.5
sambit1997

I have experience in CNN using python. Let me try it and then you can decide to hire me, if you are satisfied. I have also done a project on handwritten mathematical symbol recognition using python and Deep Learning.

$94 USD på 1 dag
(1 bedømmelse)
2.2
Jozaythegenius

Hi there,I would love to work with you in order to deliver this project. I see that open CV alongside CNN is needed in order to build this project. I have worked on similar datasets before and would love to deliver eff Flere

$255 USD in 3 dage
(0 bedømmelser)
0.0
ChrisObama

I can solve this Neural Network problem since I have already worked on a similar project. Yours sincerely, Chris.

$66 USD in 2 dage
(0 bedømmelser)
0.0
MoHaMeDNaGy9

hi, I am Mohamed Nagy, I am new here but with more than 2 years in this area it is easy to do this project, also I am able to do it by using a paper and achieve the best accuracy, there are many papers talking about t Flere

$100 USD in 7 dage
(0 bedømmelser)
0.0
$155 USD in 5 dage
(0 bedømmelser)
0.0
vikashshah

Hello Sir, I have read your requirement and understood that you are looking a windows developer/ web application and software developer for your project. We have 6+ years experienced windows developer team and we Flere

$155 USD in 3 dage
(0 bedømmelser)
0.0
Jaishukla

I am shatrunjay Shukla, working with HCL technology ltd having total 11 years of experience. Key Skills: Asp.Net, Asp.Net MVC, Sql Server,css3, Web API,WCF,WCF REST, Web Service, Machine learning, DevOps,Python

$155 USD in 3 dage
(0 bedømmelser)
0.0