Case Studies
CloudFactory Helps Hummingbird Technologies Farm for the Future
Overview
Analytics & Modeling - Data-as-a-Service Analytics & Modeling - Edge Analytics Analytics & Modeling - Machine Learning Analytics & Modeling - Predictive Analytics | |
Agriculture | |
Field Services Quality Assurance | |
Farm Monitoring & Precision Farming Predictive Maintenance Remote Asset Management Remote Collaboration Remote Control | |
Data Science Services System Integration Training | |
Operational Impact
Hummingbird Technologies was able to scale their data annotation efforts significantly, allowing them to handle larger datasets and develop more accurate machine learning models. | |
The collaboration with CloudFactory enabled Hummingbird to free up internal resources, allowing their data scientists to focus on more complex tasks rather than spending time on data labeling. | |
The use of data augmentation techniques made Hummingbird's models more robust, enabling them to adapt to various conditions and maintain high accuracy levels. | |
Quantitative Benefit
Hummingbird's customers typically see an increase in agrochemical efficiency by 20-30% on average. | |
The accuracy of Hummingbird's machine learning models is over 90%. | |
The time required to upgrade models to account for new conditions, such as changes in climate, was reduced to just a couple of days. | |