Bayesian Model for Natural Scene Category Learning and Bag-of-Words Based Object Classification

A Bayesian model for learning natural scene categories implementing Bag-of-Words based object classification. Derived from Feifei Li's research paper, this represents one of the prominent object recognition models in recent computer vision developments, featuring code implementations for feature extraction, visual vocabulary creation, and probabilistic classification.