Agriculture & Food

Precision farming, crop disease detection, satellite data and mandi prices.

All 6 Videos 1 Documents 4 Courses 1

All levels Beginner Advanced Expert

Beginner

Start here. No background needed beyond school maths.

Document Beginner ↗ External site

Agmarknet: Indian Mandi Prices

Daily prices and arrivals of crops in markets across India, the main data source for price analysis and forecasting projects.

Government of India

Document Beginner ↗ External site

PlantVillage

Penn State's open project on crop health, home of the widely used PlantVillage leaf-disease image dataset for training crop-disease models.

Penn State University

Advanced

Once the basics are comfortable.

Document Advanced ↗ External site

Plant Pathology 2020 (Kaggle)

Classify apple leaf diseases from photos. The public notebooks show image-classification techniques that carry over to Indian crops.

Kaggle

Expert

Research-level depth and specialist material.

Document Expert ↗ External site

Microsoft FarmVibes.AI

Open-source tools for combining satellite images, weather and soil data with machine learning for farm analytics, such as crop monitoring and yield estimation.

Microsoft Research

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