Image Classificaation using SVM is very efficient way of modelling and very rarely used algorithm for image processing and modelling. Tips for using SVM for image classification You should have image ...

Learn how to deal with class imbalance and noise in SVM for image classification. Discover how to use weighted or robust SVM, resample or preprocess your data, evaluate and optimize your model ...

This project demonstrates the implementation of a Support Vector Machine (SVM) for image classification using the CIFAR-10 dataset. The code trains an SVM model with a linear kernel and evaluates its ...

First, KPCA is highly efficient in increasing the classifier's performance compared with similar algorithms working on the proposed database. Second, the SVM–KPCA algorithm performs well in ...