Comprehensive Guide: Using the Flipkart Smart System Live Demo

Overview

The Flipkart Smart System is an AI-driven quality assessment platform designed to evaluate product quality, detect expiry dates, and assess freshness using advanced vision-based technology.

Getting Started

Step 1: Access the Demo

Click the "Start Live Demo" button, which will redirect you to the frontend interface at https://frontend.angeloantu.online

Start Live Demo

Step 2: Navigation Menu

Upon entering the demo, you'll see five primary modules:

  • 🏠 Home: Central dashboard and system overview
  • 📦 Packed Items: Quality assessment for packaged groceries
  • 🍎 Fruits: Freshness evaluation for produce
  • ➕ Add New Class: Model training and data ingestion
  • 📊 Dataset Analysis: Training data insights

Module Deep Dive

Packed Items Module

Designed for assessing packaged grocery items:

  • Camera Permission: First, grant camera access
  • Control Panel Features:
    • Sensor-On/Off: Toggle automatic scanning
    • Reset: Clear current scanning session
    • HARDWARE OFF: Disable hardware interactions
    • Finish: Complete assessment process
    • Item List: View scanned item details
    • Count: Track number of processed items

Fruits Module

Specialized for fruit quality assessment:

  • Similar workflow to Packed Items
  • Classifies fruits into three categories:
    • Good: High-quality, fresh produce
    • Average: Acceptable with minor imperfections
    • Bad: Does not meet quality standards

Add New Class Module

Expand the AI system's capabilities:

  • Upload video of a specific product/item class
  • Ingestion pipeline processes video by:
    • Extracting representative images
    • Preparing data for model training
    • Enhancing system's recognition capabilities

Dataset Analysis Module

Provides insights into training data:

  • Shows "Latest Ingested Data Preview"
  • Review recent training datasets
  • Understand model's learning progress

Best Practices and Tips

Scanning Tips

  • Ensure good, consistent lighting
  • Place items clearly in camera view
  • Follow on-screen instructions carefully
  • Use Reset if scan results seem incorrect

Important Notes

  • Always grant camera permissions when prompted
  • Stable internet connection recommended
  • Use recent browser versions for best performance