Using AI and Drone Data
for precision agriculture and improved workflows
- AI & ML
- Data Analytics
At an industrial scale, agriculture operations are generating massive amounts of data, and this is only increased with the addition of drone-based photography. The result is a wealth of data from which it can take hours and days to gain any meaningful insights.
Today’s farming operations succeed by harnessing the vast amounts of data available in the field, and running sophisticated analytics against that data. To address this, Valence worked with a major precision agriculture drone intelligence company, to design and build intelligent data and numerical analysis workflows, allowing for the processing of thousands of discrete aerial images of a field. By utilizing AWS to build a modern, elastic, scalable system, Valence was able to help them optimize their algorithms for speed and accuracy.
By relying on a cloud-first methodology, Valence designed and built a field analytics engine that reduced processing time from 72 hours to 30 minutes. Additionally, a 40x performance improvement was gained on specific computer vision algorithms.
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