Skip to content

Algorithm for classification of banknotes of the real (BR). It uses EmguCV (opencv wrapper) and was implemented using SVM (Support Vector Machine) + BOF (Bag of Feature). Note: it can be easily modified to classify other objects.

mingkof/RealMoneyClassification

 
 

Repository files navigation

RealMoneyClassification

Algorithm for classification of banknotes of the real (BR). It uses EmguCV (opencv wrapper) and was implemented using SIFT + SVM (Support Vector Machine) + BOF (Bag of Feature). Note: it can be easily modified to classify other objects.

References:
SIFT - https://docs.opencv.org/master/da/df5/tutorial_py_sift_intro.html
SVM - https://docs.opencv.org/2.4/doc/tutorials/ml/introduction_to_svm/introduction_to_svm.html
BOW - https://gilscvblog.com/2013/08/23/bag-of-words-models-for-visual-categorization/

alt text

alt text

About

Algorithm for classification of banknotes of the real (BR). It uses EmguCV (opencv wrapper) and was implemented using SVM (Support Vector Machine) + BOF (Bag of Feature). Note: it can be easily modified to classify other objects.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • C# 100.0%