Wednesday, January 31, 2007

Object Detection mantra by HCK

found this nice object detection mantra from a user called HCK:

Poor evaluation results + good training results + small number of weak classifiers + much training data = too uniform data.

Poor evaluation results + better training results + large number of weak classifiers + much training data = data has too much variation.

Poor evaluation results + poor training results + large number of weak classifiers + much training data = weak classifiers are too weak.