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
