According to the Environmental Protection Agency (EPA), the agricultural industry contributes nearly $330 billion annual revenue to our economy. As climates are changing and populations are increasing, AI is becoming a technological innovation that is improving and protecting crop yield in the world, yet AI need a lot of data to train machines and make precise predictions.
Most of the crop specific data can be obtained only once in a year when the crops are growing. Since the data infrastructure takes time to mature, it requires a significant amount of time to build a robust machine learning model to keep in mind.
Source: Agrifoodmagazine.co.in ISSN: 2581-8317