adaboost算法 Resources

Showing items tagged with "adaboost算法"

Updated October 10th Adaboost-based license plate localization MATLAB source code with improvements from the second upload. The implementation still requires substantial training time but includes integral image computation, Haar feature generation modules, and Adaboost classifier training. MATLAB experts are welcome to optimize the feature extraction and training pipeline for better performance - interested users can download and contribute enhancements.

MATLAB 215 views Tagged
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This code implements face detection simulation using the AdaBoost algorithm, providing clear visualization through comprehensive result graphs. The implementation demonstrates proper training of weak classifiers into a strong classifier cascade for efficient detection.

MATLAB 180 views Tagged
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Implementing face detection with the Adaboost algorithm, a powerful machine learning approach that combines multiple weak classifiers to create a robust detector capable of accurately identifying faces in images

MATLAB 199 views Tagged
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This MATLAB implementation of the Adaboost algorithm for license plate training and detection offers robust functionality, though training time may be extensive. The code leverages Adaboost's ensemble learning approach with weak classifiers to create a strong plate detector through iterative weight adjustments and feature selection.

MATLAB 212 views Tagged
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