Mini-project
Agriculture & Food
Crop recommendation from soil and weather
Recommend the best crop for a field from its soil nutrients and local weather.
The brief
A Krishi Vigyan Kendra wants to advise farmers which crop suits their field. Build a recommender from soil nutrients (N, P, K, pH) and weather, add real weather data for the farmer's location, and present the advice simply. Good looks like: accurate recommendations, an explanation for each, and a page usable on a phone.
What you will build
- Explore soil and weather needs of each crop
- Train and compare classifiers
- Add location weather from NASA POWER
- Explain each recommendation
- Build a mobile-friendly advice page
Free, open data to build it with
Check each dataset's licence before you publish your work. Your mentor gives your team its own version of the brief (data, scope or region), so every team's project is its own.