Image recognition (Python, Keras)
$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.
Project ID: #18991276
About the project
8 freelancers are bidding on average $81 for this job
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 More
do kindly share the data and requirements in a zip file. Also, you can reach out to me over chat to start the project
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 More
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 More
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
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 More