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License: GNU General Public License v3.0
belgiumts_classification's Introduction
Belgium Traffic Sign Image Classification using Feature Descriptors and Machine Learning
- SIFT (Scale Invariant Feature Transform)
- SURF (Speeded Up Robust Feature)
- BRIEF (Binary Robust Independent Elementary Features)
- ORB (Oriented FAST and Rotated BRIEF)
- HOG (Histogram of Gradients)
Machine Learning Algorithms:
- K-Nearest Neighbors
- Support Vector Machine
- Random Forest
- Logistic Regression
- Naive Bayes
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