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2023

Image and Digit Classification

Developed multiple classification systems for computer vision tasks including face recognition and digit classification. Implemented three different algorithms: Naive Bayes, Perceptron, and K-Nearest Neighbor (KNN). Each classifier was optimized for its specific task, providing robust solutions for image recognition and pattern matching applications.

Computer Vision
Machine Learning
Python
Naive Bayes
Perceptron
KNN
Source Code

Project Overview

Developed multiple classification systems for computer vision tasks including face recognition and digit classification. Implemented three different algorithms: Naive Bayes, Perceptron, and K-Nearest Neighbor (KNN). Each classifier was optimized for its specific task, providing robust solutions for image recognition and pattern matching applications.

Technologies Used

Computer VisionMachine LearningPythonNaive BayesPerceptronKNN

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