/data_Mining_project

This is my Data mining project which aims to build a image classifier and compare the results among various classifiers taught in class such as CNN, KNN, NBC, SVM and XGboost

Primary LanguageJupyter Notebook

data_Mining_project

This repository contains the code for a Mango Leaf Disease Classifier using various machine learning and deep learning algorithms. The classifier compares the performance of Naive Bayes, Support Vector Machines (SVM), K-Nearest Neighbors (KNN), Random Forest, and Convolutional Neural Networks (CNN) for detecting diseases in mango leaves.

Prerequisites Ensure you have the following software installed on your machine:

Python 3.6 or later TensorFlow 2.0 or later Scikit-learn Matplotlib NumPy Pandas