Training Classes


Figure: Sets for training in compact form - Left to right: Desired Tolerances (l), Tolerance on left face (inner bound) (m),
Tolerance on left face (upper bound) (n), Tolerance on right face of hole (lower bound) (o),
Tolerance on right face (upper bound) (p).

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Sample set of discrete objects as labeled above

These image sets were fed for training the PCA program for shape class definition (l) and rejection class (rest)


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Program Source Codes

Program to generate the data sets from Standard Xfig model
Program for calculating Principle Components (Yet to be Improved)
Sami Romdhani's Face Recognition program based on PCA