austinLorenzMccoy/agripreserve

agriPreserve provides tools for analyzing and visualizing post-harvest losses across different crops and regions in Nigeria. It also offers recommendations for storage solutions and market connections to reduce losses and improve farmer income. # 🌾 AgriPreserve 🌾 ### Smart Storage Solution for Nigerian Agriculture **Reducing post-harvest losses through data-driven insights and smart storage solutions** ## 📋 Table of Contents - Overview - Problem Statement - Live Application - Our Solution - Key Features - System Architecture - Project Structure - Installation - Usage - API Documentation - Data Sources - Testing - Deployment - Contributing - License ## 🔍 Overview AgriPreserve provides tools for analyzing and visualizing post-harvest losses across different crops and regions in Nigeria. It also offers recommendations for storage solutions and market connections to reduce losses and improve farmer income. ## 🚨 Problem Statement Nigeria loses 30-50% of agricultural produce annually due to poor storage, transportation, and processing infrastructure, costing approximately $9 billion. These post-harvest losses (PHL) discourage youth participation in agriculture and represent a significant barrier to agricultural productivity and profitability. ## 🌐 Live Application - **Frontend**: agripreserve-frontend.onren… - **Backend API**: agripreserve-backend.onrend… ## 🌟 Our Solution AgriPreserve is a comprehensive solution with a TypeScript React frontend and Python FastAPI backend that provides data-driven insights to help farmers, agribusinesses, and policymakers make informed decisions to reduce losses and improve food security. ## 📈 Key Features - **Data Analysis**: Analyze post-harvest losses by crop, state, and region - **Visualization**: Generate interactive visualizations of loss data - **Summary Statistics**: Get comprehensive statistics on post-harvest losses - **Predictive Models**: Machine learning models to predict post-harvest losses - **Metrics Tracking**: Track metrics using DVC and MLflow with DAGsHub integration - **High-Opportunity Areas**: Identify areas with the highest potential for intervention - **Storage Recommendations**: Get smart storage recomm …