13_Deadly-Coders(agriculture chatbot )-SIH.pptx

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1. Kissan Chat SMART INDIA HACKATHON 2025 Problem Statement ID – SIH25010 Problem Statement Title- Smart Crop Advisory System for Small and Marginal Farmers Theme- Agriculture, FoodTech & Rural Development PS Category- Software Team ID- Team Name – Deadly Coders

2. IDEA TITLE Kissan Chat Solution :-  AI-driven 24/7 personal agricultural expert Explanation :- Personalized crop suggestion based on soil, weather, market, etc. Instant pest/disease detection and solution from pictures. Recommends best fertilizers for yield, perfectly balancing amount and usage steps In voice chatting system in native languages Innovation & uniqueness :- Hyper-Localization of AI Voice-First Interface 2 @SIH Idea submission- Template Team Deadly Coders

3. TECHNICAL APPROACH 3 @SIH Idea submission- Template Team Deadly Coders Frontend: Offline-first mobile app for user input (voice, image, data). Backend: Microservices architecture with an API gateway. AI Models: ML ( XGBoost ): Prediction CV (CNN): Image Diagnosis NLP: Voice Processing Data: Uses SQL (PostgreSQL) & Cloud Storage (S3/GCS). Data Sources: Farmer input, government data, and crowdsourcing. Output: Delivers spoken advice, treatment plans, and recommendations.

4. FEASIBILITY AND VIABILITY 4 @SIH Idea submission- Template Team Deadly Coders Feasibility & Viability: Key Challenges & Risks: Strategies to Win : Economic : High (farmer strong ROI) Operational : Medium to high (Simple UI & voice support) Data Challenges (Quality Data & Regional Diversity) User Adoption (Building Farmer’s Trust ) Operational & Financial (High Management Cost)    Solving Data ( Phased Rollout , Universities & Local ML) Winning Trust (Physical Model (On-Ground + App)) Ensuring Viability (Secure B2B/grant Funding) Technical : High

5. IMPACT AND BENEFITS 5 @SIH Idea submission- Template Team Deadly Coders ECONOMIC SOCIAL ENVIRONMENTAL High Profits Reduce Crop Loss Accessible Knowledge Empowered Decisions & Farmer Autonomy Resource Conservation Improved Soil Health High Yield Direct market Access Sustainable Practices

6. RESEARCH AND REFERENCES We researched data from online articles and data present over the internet. We collected some data from local farmers and government agricultural institutes and departments. 6 @SIH Idea submission- Template Team Deadly Coders