ML app

? App Description

Laptop Price Predictor is a mobile application built with Flutter that uses a Machine Learning model to predict laptop prices based on hardware specifications.

The app allows users to enter laptop details such as brand, processor, RAM, storage, GPU, and screen size. These inputs are sent to a Back-End API, where a trained ML model processes the data and returns a predicted price, which is then displayed in the app in real time.

? Features

Clean and responsive UI built with Flutter

Input form for laptop specifications

Integration with Back-End REST API

Machine Learning–based price prediction

Real-time price estimation

Loading, success, and error handling

User-friendly and intuitive experience

? Machine Learning

Trained ML model to predict laptop prices

Feature engineering and data preprocessing

Regression-based price prediction

Model inference handled on the server side

JSON-based communication with the mobile app

?️ Technologies Used

Front-End

Flutter

Dart

REST API Integration

Back-End

RESTful APIs

JSON

Machine Learning

Python

Scikit-learn

Pandas & NumPy

Trained regression model