https://github.com/auggen21/face-recognition

Face Recognition with HOG (Histogram of Gradients) and LDB (Local Difference Binary) features using SVM Classifier
https://github.com/auggen21/face-recognition

dataset face-detection face-detector face-recognition face-verification histogram histogram-of-oriented-gradients hog image-processing ldb matlab prediction svm svm-classifier

Last synced: about 1 month ago
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Face Recognition with HOG (Histogram of Gradients) and LDB (Local Difference Binary) features using SVM Classifier

• Host: GitHub
• URL: https://github.com/auggen21/face-recognition
• Owner: Auggen21
• Created: 2020-05-07T16:54:16.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-05-18T15:11:05.000Z (over 4 years ago)
• Last Synced: 2023-10-20T07:24:10.462Z (about 1 year ago)
• Topics: dataset, face-detection, face-detector, face-recognition, face-verification, histogram, histogram-of-oriented-gradients, hog, image-processing, ldb, matlab, prediction, svm, svm-classifier
• Language: MATLAB
• Homepage:
• Size: 63.8 MB
• Stars: 4
• Watchers: 1
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Face Recognition

 Face Recognition with HOG (Histogram of Gradients) and LDB (Local Difference Binary) features using SVM Classifier

Attribute faces contains 40 persons different images. 

HOG and LDB features are generated and its classified using SVM. 98% accuracy obtained