Diamond Price Prediction API

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Diamond Price Prediction API

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₹4,999.00

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₹4,999.00

Overview
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Detail Description

Abstract

The Diamond Price Prediction API uses machine learning algorithms to estimate diamond prices based on features such as carat, cut, color, clarity, and depth. This system helps jewelers, buyers, and e-commerce platforms make data-driven pricing decisions with improved accuracy and consistency.

Existing System

Manual price estimation based on experience
Static pricing charts with limited flexibility
Inconsistent valuations across sellers
Time-consuming appraisal process

Proposed System

Machine learning models for accurate price prediction
Real-time API for automated pricing
Consistent and data-driven valuations
Easy integration with e-commerce platforms

Software Requirements

Python
Libraries: Pandas, NumPy, Scikit-learn, Flask/FastAPI
Jupyter Notebook / VS Code
REST API tools (Postman)

Hardware Requirements

Minimum 4 GB RAM (8 GB recommended)
Multi-core processor
Internet connection for API access

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