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 DemoStep 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