Image recognition (Python, Keras)

$40-60 AUD

Closed

Posted

about 5 years ago

$40-60 AUD

Paid on delivery

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.

Data Mining

Machine Learning (ML)

Python

Software Architecture

Statistics

Project ID: 18991276

About the project

8 proposals

Remote project

Active 5 yrs ago

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8 freelancers are bidding on average $81 AUD for this job

@ahmedkhaled2105

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 great problem solver. I'd like to work on your python project and help you accomplish it. Looking forward to talking to you. Thanks! PS: We're a team of 2 developers, which is good for you to hire us because we'll finish your project in shorter time.

$60 AUD in 3 days

4.9

(40 reviews)

5.3

@raghavajay3

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 in 5 days

4.6

(49 reviews)

5.1

@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. I have recently submitted this work to a an international conference on ANN. Utilized: Keras, Tensorflow, Random Forest, Extremely Randomized Trees, RBF kernels - Prediction of the place of the next terrorist attack in the Middle East using global terrorism database. Utilized R, Xgboost, SVM, GBM - Implementation of face recognition algorithms (PCA LDA) - Classification of experienced/inexperienced welding operators (statistical modeling). I would love to work on this image recognition project. Best Regards, Koray

$120 AUD in 3 days

4.9

(16 reviews)

4.8

@olamide50

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 the successful execution of the work. I can effectively handle the required processes that include image processing, feature extraction, the building of the Machine learning network, training the network and using it for classification. I will provide a report that is well organised containing key elements in tables and charts.

$100 AUD in 10 days

5.0

(3 reviews)

3.2

@nightmonster95

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 recognition. Also I'm preparing for a masters degree in neural networks, so I think I'm the optimal solution for you. Hope to work with you.

$40 AUD in 5 days

0.0

(0 reviews)

0.0

@shrutikamehta369

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 in 4 days

0.0

(0 reviews)

0.0

@VishalAgrawal11

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 further. You can reach me at any time on online. I have also a few clarifying questions on the project. I’m an Expert, Honest, Sincere, Quick learner and Responsible worker as I’m taking my work like my Responsibility. kind regards.

$52 AUD in 11 days