I have used clustering algorithms to segregate satellite data and tag different regions with the crop grown in each region. The biggest challenge I have faced in applying AI is the availability of reliable data from field. Typical evaluation surveys are not sufficient to implement AI. In my opinion, large scale 'open' datasets are necessary before AI gets meaningful.
RE: Artificial intelligence in the context of evaluation
India
Dushyant Mahadik
Assistant Professor
National Institute of Technology Rourkela
Posted on 07/03/2024
I have used clustering algorithms to segregate satellite data and tag different regions with the crop grown in each region. The biggest challenge I have faced in applying AI is the availability of reliable data from field. Typical evaluation surveys are not sufficient to implement AI. In my opinion, large scale 'open' datasets are necessary before AI gets meaningful.