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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.

Aptitudini: Mașini instruibile, Neural Networks, Python

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Despre angajator:
( 0 recenzii ) Turku, Finland

ID Proiect: #18939708

Acordat lui:

uzairrzahid

I have completed many Image Recognition projects successfully. You can check my reviews. Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Mac Mai multe

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5.6

31 freelanceri licitează în medie 174€ pentru acest proiect

dinhfreedom

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Image Recognition based on Keras Programming. I'm really confident about your project, and very eager to join your p Mai multe

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6.3
shadabkhan92

HI there , Have worked with face and image recognition using Python and OpenCV with many Algorithm such as PCA, ICA and LDA. https://www.freelancer.com/projects/Python/Qualitative-Comparative-Study-Face-1393338 Mai multe

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williams115

-Professional Machine Learning, Neural Networks, Python expert ! Best Result in Time!----------- Hello sir. I've really rich experience for your project, so your project is very interesting to me. I'm really confide Mai multe

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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/ Mai multe

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schoudhary1553

Hello, I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Mai multe

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MeihaoShiguang

Hello! Python + Keras is my skills for implementing image processing. I have many experiences in it. I also have a deep theoretical understanding on image processing. Thanks.

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wangbeizou

Hello, sir. Thanks for your job posting! I am a Software Engineer and I specialize to do image processing projects such as Face swap, image segmentation, face recognition, object detect and etc by using opencv , d Mai multe

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DarkKnight2206

Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.

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jonathangenty31

Hello sir. As a machine learning and deep learning expert, I'm glad to see your project. If you check my profile, you can see I have deep knowledge in machine learning and deep learning algorithms. I also have finis Mai multe

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muller1998926

Hi, there! I am interested in your project. I have extensive experience in image processing and computer vision such as object detection, image recognition, pattern matching, image classification, real time object tr Mai multe

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starmangood

i read ur all description and i have decided to bid on ur project so plz accept my bid so i can discuss further regrading the project and we can start the project on throw website 've been developer for 5+ years us Mai multe

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dilichan

Hi, I am an engineer specializing in computer vision and machine learning projects. Many of my work are related to smart surveillance and security and other vision based applications. I have a very good knowledge in Mai multe

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koraybeyaz

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. Th Mai multe

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adi52

Lead Data Scientist with more than 100 top end machine learning projects under my belt. I have worked in one of Asia's top financial firm as a Data Scientist. One of my Proposals also got accepted for India's top univ Mai multe

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hasnatkhurshid

Hi, I can build you this framework. The three stages, I. E feature extraction, selection and classification will be implemented as specified. You can contact me to discuss further details. Best Regards

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eng400

Hi,i'm a data scientist with a BS degree in computer science i will do your task as fast as i can and i will achieve it exactly as you want,don't worry about any thing contact me for discussion

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hanmingxue95

Dear client. I can do your project using tensorflow and keras, opencv libraries These libraries are good for KNN and ML. Thanks.

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Antriksh21

Hi I have worked on multiple image processing projects in my past. I just have one doubt which i would like to ask. Coming to your 3rd point where you have mentioned feature derived from grey level co-occurrence ma Mai multe

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NeaWeaR

Hello my friend! Could you please share technical task with me? I can help you with image classification and report. Best regards, Vladimir.

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guangzhen33

Thanks for your posting! I am a image processing expert using machine learning, such as tensorflow, caffe, darknet and etc. I have developed a lot OCR projects by Java, Android, c#, C++, python and etc. (car number pl Mai multe

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