This video uses Emgu CV 2.x and is therefore now out of date, here are some updated OpenCV 3 options depending on language preference: OpenCV 3 KNN Character...
Machine Learning (Software Genre), K-nearest Neighbors Algorithm, OpenCV (Software), C# (Programming Language), Visual Basic (Programming Language)