Image recognition (Python, Keras)

There is a small task, the results of which are going to be used for demo purposes as a part of non-technical research in a field:

1 - Import the images and prepare them for analysis (3 datasets are available);

2 - Resize the images;

3 - Feature extraction;

3.1. - Select 10 features (RGB mean, RGB variance, features derived from GLCM matrix and the ones selected);

4 - Standardization of the feature values;

5 - Make illustrations of the feature relationships (SOM, PCA);

6 - Try different classifiers, and optimize their parameters (K nearest neighbors, Regularized linear model with ridge regression, Multi-layer perceptron with 1 hidden layer and early stop committee (Output function Softmax));

7 - Estimate the classifier accuracy;

8 - Prepare a report with the results;

The whole technical task is available and would be shared.

Kemahiran: Perlombongan Data, Pembelajaran Mesin, Python, Kejuruteraan Perisian, Statistik

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Tentang Majikan:
( 29 ulasan ) Rawalpindi, Pakistan

ID Projek: #18991276

12 pekerja bebas membida secara purata $85 untuk pekerjaan ini


Hello my friend! I have already worked on tasks like yours, for example bluer estimation with features extraction and classification using machine learning methods like decision trees and neural network. Please w Lagi

$166 AUD dalam 10 hari
(32 Ulasan)

Hi there. I have read your description. I am an Image processing expert and owned several skills. Especially I have developed a Keras based object detecting project just a few days ago. You could see the detected v Lagi

$100 AUD dalam 2 hari
(14 Ulasan)

Not only am I the 2nd highest ranked webscraping specialist in the US on freelancer, but I currently work part time for BIP Media as a datamining / web scraping developer. My software scrapes mines and classifies betwe Lagi

$55 AUD dalam 10 hari
(9 Ulasan)

do kindly share the data and requirements in a zip file. Also, you can reach out to me over chat to start the project

$166 AUD dalam 5 hari
(41 Ulasan)

I am a graduate engineering student and a freelance machine learning engineer. I have worked on several machine learning projects recently such as: - Stock market index forecasting using neural network ensembles. I Lagi

$120 AUD dalam 3 hari
(12 Ulasan)

Hello there, I am an expert python developer with years of experience, I have worked on multiple python projects for both companies and individuals, I have exceptional analytical skills, and I am considered to be a gr Lagi

$60 AUD dalam 3 hari
(20 Ulasan)

hi i would love to do your task. i 'll do unlimited revisions till satisfactorily completion of your [login to view URL] for your response

$55 AUD dalam 10 hari
(9 Ulasan)

Hi, I am a Machine learning expert and I program in Python. I can also program in other languages such as Matlab, C# and Java. I have read the project description and I completely understand what is needed to ensure th Lagi

$100 AUD dalam 10 hari
(2 Ulasan)

Hello How are you? I am a computer vision expert who has specialized in this field. I have heavy experiences with face recognition, object detection and tracking, image segmentation, ecryption, alpr and ocr etc. I Lagi

$55 AUD dalam 10 hari
(4 Ulasan)

I've large experience in the field of machine learning especially with python as will as I'm teaching students and building with them projects of this type like face recognition, Iris recognition and full body recognit Lagi

$40 AUD dalam 5 hari
(0 Ulasan)

Hi, Welcome to my profile. I am a machine learning expert and have been working in python since 6 years and have handson on keras. Thanks

$55 AUD dalam 4 hari
(0 Ulasan)

Hi,I have read your requirements of Image recognition (Python, Keras) and I’m pretty confident that I will be able to get your work done within the given time your requirements conclude. I am very keen to discuss furth Lagi

$52 AUD dalam 11 hari
(0 Ulasan)