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ReciSense - Recipe Feasibility App

React Native Expo Express.js MongoDB Node.js Tailwind CSS Tesseract.js Gemini API

ReciSense - Smart Recipe Analysis

Overview

ReciSense is an innovative cross-platform mobile application that revolutionizes cooking preparation by analyzing recipe feasibility through intelligent text extraction and AI-powered evaluation of recipe screenshots.

Key Features

• Cross-Platform Compatibility: Built a cross-platform mobile app using React Native to analyze recipe feasibility by extracting and processing text from recipe screenshots.

• Smart Feasibility Scoring: Implemented pantry-based feasibility scoring system with smart substitution suggestions using AI to help users make informed cooking decisions.

• AI-Powered Analysis: Integrated Gemini (LLM) API to extract and evaluate ingredients, tools, and cooking feasibility from OCR-parsed recipe text with high accuracy.

• Advanced OCR Processing: Used Tesseract.js for OCR to extract recipe text from images, with optional server-side fallback via Node.js for enhanced reliability.

Technical Implementation

  • Frontend: React Native with Expo for seamless cross-platform development
  • Backend: Node.js and Express.js for robust server-side processing
  • Database: MongoDB for flexible recipe and user data storage
  • OCR Technology: Tesseract.js for client-side text extraction
  • AI Integration: Gemini API for intelligent recipe analysis
  • Architecture: Hybrid client-server OCR processing for optimal performance

Core Functionality

  • Image Processing: Advanced OCR for recipe text extraction from photos
  • Ingredient Analysis: AI-powered ingredient identification and evaluation
  • Feasibility Scoring: Intelligent scoring based on available pantry items
  • Smart Substitutions: AI-suggested ingredient alternatives
  • Real-Time Processing: Fast analysis with fallback processing options

Impact

ReciSense transforms cooking preparation by eliminating guesswork from recipe planning, helping users determine cooking feasibility instantly and providing smart alternatives to make any recipe achievable with available ingredients.