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.
31 freelancere byder i gennemsnit €174 på dette job
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.
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.
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
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