Hyperspectral image Processing and Classification. This repository provides my solution for Project assignment for the course of Machine Learning and Computational Statistics for the MSc in Data Science at Athens University of Economics and Business.

python processing image sklearn spectral lasso naive-bayes-classifier knn squares lasso-regression knn-classification hsi bayesian-classifier euclidean-distances classfication knn-classifier least unmixing spectral-bands spectral-signatures

• Updated Aug 21, 2020
• Jupyter Notebook

🎙Audio analysis - a field that includes automatic speech recognition(ASR)🎛, digital signal processing🎚, and music classification🎶, tagging📻, and generation🎧 - is a 🎼growing subdomain of 🎵deep learning applications🎤

audio-analysis feature-extraction artificial-neural-networks spectrogram fitting-algorithm audio-processing zero-crossing-rate-variation mfcc-analysis audio-signal spectral-bands

• Updated Feb 7, 2022
• Jupyter Notebook

Analysis of the Salinas hyperspectral image dataset using advanced clustering algorithms, focusing on identifying homogeneous regions in the image. Implementations of cost-function optimization and hierarchical clustering techniques, along with evaluations and visualizations in reduced-dimensional spaces.

machine-learning clustering matlab image-processing data-visualization remote-sensing pca dimensionality-reduction unsupervised-learning fuzzy-cmeans-clustering hierarchical-clustering k-means-clustering hyperspectral-imaging probabilistic-clustering adjusted-rand-index possibilistic-clustering-algorithms silhouette-score spectral-bands salinas-dataset calinski-harabasz-index

• Updated Nov 19, 2024
• MATLAB