🧪 MatClassify: AI-Powered Material Classification 📌 Overview
MatClassify is an interactive web application developed using Streamlit that leverages machine learning to classify materials based on their mechanical properties. Users can input values for Ultimate Tensile Strength (UTS), Yield Strength (YS), and Elongation, and the app will predict the material type along with a detailed description.
🧠 Features
User-Friendly Interface: Input mechanical properties via sidebar sliders.
Instant Prediction: Real-time classification of materials.
Detailed Descriptions: Provides information about the predicted material type.
⚙️ Technologies Used
Streamlit: For building the interactive web interface.
scikit-learn: For implementing machine learning models.
joblib: For saving and loading trained models.