machine learning project
License
miketrumpis/machine_learning_project
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
============================================== Experimental code for Machine Learning project ============================================== This package is a skeleton of a framework for computing the sparse dictionary coding classification problem for face recognition. This framework is described in detail in J. Wright, A. Y. Yang, A. Ganesh, S. S. Sastry, and Y. Ma, Robust face recognition via sparse representation. IEEE transactions on pattern analysis and machine intelligence, vol. 31, no. 2, pp. 210-27, Feb. 2009. Datasets -------- Face databases are required to use the code herein. Paths to databases, and other configuration parameters should be defined in the following file: recog/conf/conf.txt I've only implemented import methods for the Extended Yale B dataset, as described in A. S. Georghiades, P. N. Belhumeur, and D. J. Kriegman, From Few to Many : Illumination Cone Models for Face Recognition under Variable Lighting and Pose, IEEE Transactions on Pattern Analysis And Machine Intelligence, vol. 23, no. 6, pp. 643-660, 2001. License Info ------------ See LICENSE file
About
machine learning project
Resources
License
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published