README.md

metadata

title: LabelIt! 🇮🇳 - Enhanced Multilingual Image Labeling
emoji: 🏷️
colorFrom: blue
colorTo: red
sdk: streamlit
sdk_version: 1.47.0
app_file: app.py
pinned: false
license: mit

LabelIt! 🇮🇳 - Enhanced Multilingual Image Labeling Platform

A comprehensive collaborative image labeling web application built with Streamlit, featuring advanced geolocation, real-time analytics, and support for 12+ Indian languages.

✨ Enhanced Features

🌍 Advanced Geolocation System

• High-precision GPS capture with enhanced retry mechanism (3 attempts)
• Extended location metadata including altitude, heading, speed
• IP-based location fallback with city/country detection
• Manual coordinate input for complete coverage
• Accuracy classification (High ≤10m, Medium ≤50m, Low >50m)
• Multiple capture methods tracked (GPS/IP/Manual)
• Real-time location validation and comprehensive error handling
• Fresh coordinates required for each upload for dataset quality

📊 Comprehensive Real-time Analytics Dashboard

• Live statistics counters for contributors, images, labels, and languages
• Location-based analytics with GPS data coverage tracking
• GPS accuracy level distribution (High/Medium/Low)
• Location capture method breakdown (GPS/IP/Manual)
• Geographic distribution with top countries/regions
• Language usage breakdown with percentages across 13 Indian languages
• Category distribution analysis for all content types
• User contribution tracking with detailed profiles

🗣️ Comprehensive Indian Language Support

• English (English)
• हिन्दी (Hindi)
• తెలుగు (Telugu)
• தமிழ் (Tamil)
• বাংলা (Bengali)
• ગુજરાતી (Gujarati)
• मराठी (Marathi)
• ಕನ್ನಡ (Kannada)
• മലയാളം (Malayalam)
• ਪੰਜਾਬੀ (Punjabi)
• ଓଡିଆ (Odia)
• অসমীয়া (Assamese)
• اردو (Urdu)

🔧 Core Features

• User Authentication with detailed profile management
• Image Upload with validation (PNG, JPG, JPEG, GIF, max 10MB)
• Category System (Animals, Food, Objects, Nature, People, Transportation)
• Instagram-style Feed for browsing community uploads
• Collaborative Labeling in multiple languages
• Location-aware Uploads with GPS coordinates

🚀 Quick Start

Running Locally

# Install dependencies
pip install streamlit pillow

# Run the application
streamlit run app.py