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Diamond Price Prediction API

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₹4,999.00

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  ₹4,999.00

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

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


Proposed System

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


Software Requirements

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


Hardware Requirements

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


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