Hosted on MSN

Sleep Stage Classification with Python: EEG, Scikit-Learn & MNE

Explore the first part of our series on sleep stage classification using Python, EEG data, and powerful libraries like Sklearn and MNE. Perfect for data scientists and neuroscience enthusiasts!
GitHub

svm-model

An automated MATLAB application for brain tumor detection and segmentation from MRI images. This project uses image processing and a Support Vector Machine (SVM) classifier to identify and highlight ...
C&EN

Deep Learning-Based Shape Classification for Hyperspectral-Imaged Microplastics

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. Figure 1 illustrates the overall workflow of the hyperspectral ...
IEEE

Research on Image Classification of RBF Kernel SVM

Abstract: Support Vector Machine (SVM), a robust machine learning algorithm, exhibits exceptional efficacy in addressing image multi-classification challenges. This paper aims to discuss the image ...
GitHub

Image Classification with Bag of SIFT Representation + SVM Classifer

Given a dataset of images, we need to represent them using the bag of SIFT representation. This involves clustering SIFT descriptors into a visual word vocabulary, counting the frequency of ...
IEEE

Application of PSO and SVM in image classification

Abstract: In the few years, several neural networks are proposed to image classification. Support vector machine classifier employs the structural risk minimization principles, which make support ...