DetectorPLS is an implementation of the paper Human Detection Using Partial Least Squares Analysis.W.R. Schwartz, A. Kembhavi, D. Harwood, L. S. Davis. In proceedings of the ICCV. Kyoto, Japan, 2009 [pdf] [project webpage].

The goal of this implementation is to allow researchers to perform detection using already learned models for applications such as human and face detection and also provide a simple way of learning new object models for detection by providing exemplars of the positive and negative samples.… Read more