This project aims to build a complete pattern recognition system to solve classification problems using the k-Nearest Neighbors (KNN) algorithm. To classify chest X-ray images into three categories: COVID-19 positive, pneumonia positive, and normal. To achieve this, we utilize the COVID-19 Chest X-ray dataset available on Kaggle.
feature-selection
feature-extraction
classification
pattern-recognition
ant-colony-optimization
lda
knn
feature-reduction
knn-classifier
lda-algorithm
centroids
implementation-from-scratch
ant-colony-algorithm
swarm-optimization-algorithm
swarm-algorithm
knn-python
covid-19-chest-x-ray
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Updated
May 14, 2024 - Jupyter Notebook