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Protoclass

Manifesto

Because Human is perfectible and error-prone, because Science should be open and flow and because cogito ergo sum.

Goal

This toolbox will aggregate some machine learning tools from all the walk of lives in order to fast prototype.

File Structure

.
├── doc
├── data
├── protoclass
├── README.md
└── third-party

Installation

Installation is only required for some of the toolbox in the thir_party For those toolbox, follow the readme for each toolbox Note:

  • RF_Class_C and RF_Class_R ---> change the mex path to your local mex path before compiling

Cloning

You can clone this repository with the usual git clone.

protoclass

.
├── preprocessing 
	├── segmentation
├── extraction (LBP. CLBP, GLCMaO, GLCMaD, SIFT, HoG, Gabor, Wavelat)
	├── local and global feature extraction 
	├── high-level (boW, ScF) and low-level 
├── selection
├── validation
└── classification