Question 1

What is KrishiSense?

Accepted Answer

KrishiSense is an AI-powered platform that provides farm-level yield estimation for PMFBY using satellite imagery, achieving ±5% accuracy in just 2 minutes compared to 60+ days for manual methods.

Question 2

How accurate is KrishiSense?

Accepted Answer

KrishiSense achieves ±5% accuracy in yield estimation, compared to ±20% error in traditional manual Crop Cutting Experiments (CCE), validated across 500 farms in Kharif 2023 season.

Question 3

How does KrishiSense work?

Accepted Answer

KrishiSense combines high-resolution satellite imagery (3m resolution), machine learning models (CNN, LSTM, XGBoost), and process-based crop models (DSSAT) to analyze farm health and predict yields in real-time.

Question 4

What is the cost per farm?

Accepted Answer

KrishiSense costs ₹75 per farm per year, compared to ₹1,500+ for manual assessment, resulting in significant cost savings for insurance companies and farmers.