KrishiSetu is an AI-powered platform revolutionizing agriculture by solving challenges from seed to harvest & beyond. It provides farmers, shopkeepers, and communities with all-in-one agricultural solutions for smarter, data-driven farming.
🔑 SignUp System – Register and personalize the platform based on preferences.
🏠 Home Page – A single-stop dashboard for agricultural solutions.
🌾 Crop Recommendation – Suggests the best crops based on data.
📊 Yield Prediction – Estimates expected crop output.
🧪 Disease Prediction – Detects crop diseases early.
🌱 Organic Farming – Suggests sustainable and chemical-free practices.
☁ Weather Check – Provides real-time weather insights.
🔗 Farm Chain – Tracks supply chain and logistics.
👥 Community Forum – Connects farmers for discussion and support.
💊 Fertilizer Recommendation – Suggests soil and crop-specific fertilizers.
🛒 Shopkeeper Listings – Provides access to agricultural suppliers.
🤖 KrishiSetu Chatbot – Offers instant query support with AI.
🌿 Plantation Guidance – Helps in planning plantation methods.
📅 Crop Planning – Provides optimized crop cycle schedules.
👷 Labour Scheduling – Assists in managing labour requirements.
💬 Farmer Forum – A dedicated space for farmer interactions.
💰 Crop Price Tracker – Monitors market prices for crops.
📜 Schemes Portal – Updates farmers on government schemes.
🏦 Loan Eligibility Checker – Helps farmers assess loan qualification.
Frontend: HTML, CSS, JavaScript
Backend: Flask, API, JavaScript
Machine Learning: Python, scikit-learn, TensorFlow, Keras, NumPy, Pandas, Matplotlib, Seaborn
Deep Learning: Convolutional Neural Networks, VCG16
Crop Recommendation: https://www.kaggle.com/code/niteshhalai/crop-recommendation-dataset/input
Crop Disease Prediction: https://www.kaggle.com/datasets/vipoooool/new-plant-diseases-dataset
Strengthen farmer support with AI-driven insights.
Expand datasets for more accurate recommendations.
Integrate offline support for rural farmers.
Build scalable cloud hosting for nationwide adoption.
Reliable data collection from diverse regions.
Hosting KrishiSetu platforms for large-scale use.
Managing server load with growing users.
Making technology accessible to rural farmers.
Om Roy - Project Admin and ML Developer
Shubhangi Roy - ML and Web Developer
Kanisha Ravindra Sharma - ML and Backend Developer