AI Use Case
Predict and optimise pricing based on future market, weather, crop yield and other forecasts
Optimise pricing (ideally in real time) based on factors such as future market, weather, and predicted crop yields. Clarity on pricing can be of especial assistance to those at the production end of the market chain.
Revenue - Pricing optimisation,Revenue - Improve trading decisions (eg market demand estimates)
The Government of Karnataka~The Government of Karnataka will help small farmers with crop price market predictions by using machine vision to analyse satellite images
Images,Time series,Structured / Semi-structured
Machine Learning (ML),ML Task - Prediction - Multi-class Classification,Product - Data Capture - Drones Remote Sensing,Product - Data Capture - Plane and Satellite Imagery,ML Task - Prediction - Regression,Model Architecture - Convolutional Neural Network (CNN),Model Architecture - Recurrent Neural Network (RNN),Product Type - Vision - Image classification