Authors:
Chandrasekar Vuppalapati
1
;
1
;
Anitha Ilapakurti
1
;
Sharat Kedari
1
;
Jaya Vuppalapati
2
and
Santosh Kedari
2
Affiliations:
1
Hanumayamma Innovations and Technologies, Inc., 628 Crescent, Fremont, U.S.A.
;
2
Hanumayamma Innovations and Technologies Private Limited, HIG-II, Hyderabad, India
Keyword(s):
Edge, IoT Device, Artificial Intelligence, Kalman Filter, Dairy Cloud, Small Scale Farmers, Hardware Constrained Model, Hanumayamma, Cow Necklace.
Abstract:
Big Data surrounds us. Every minute, our smartphone collects huge amount of data from geolocations to next clickable item on the ecommerce site. Data has become one of the most important commodities for the individuals and companies. Nevertheless, this data revolution has not touched every economic sector, especially rural economies, e.g., small farmers have been largely passed over the data revolution, in the developing countries due to infrastructure and compute constrained environments. Not only this is a huge missed opportunity for the big data companies, it is one of the significant obstacle in the path towards sustainable food and a huge inhibitor closing economic disparities. The purpose of the paper is to develop a framework to deploy artificial intelligence models in constrained compute environments that enable remote rural areas and small farmers to join the data revolution and start contribution to the digital economy and empowers the world through the data to create a sus
tainable food for our collective future.
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