This project implements an image classification model to distinguish between cats and dogs using Support Vector Machines (SVM) and Histogram of Oriented Gradients (HOG) features. The model processes ...

One of the primary diagnostic and treatment evaluation tools for brain interpretation has been magnetic resonance imaging (MRI). It has been a widely-used method of high quality medical imaging, ...

The classification of images into semantic categories is tough nowadays. This paper presents a system to classify real world scenes in four semantic groups of coast, forest, highways and street using ...

1- upload the image.csv and edgeHistogram.csv files to the same directory of the execution file or copy the link to the image. 2- in the load data section of the code, replace the various csv file ...

A support vector machine (SVM) is a software system that can perform binary classification. For example, you can use an SVM to create a model that predicts the sex of a person (male, female) based on ...

Software defect prediction and cost estimation are critical challenges in software engineering, directly influencing software quality and project management efficiency. This study presents a ...