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Are Your Machine Learning Models Already Obsolete? The Generative AI Revolution in Agriculture
Remember that time you spent months fine-tuning a machine learning model to predict crop yields? You meticulously collected data, tweaked...
Feb 2, 20254 min read


Substrate Moisture Data Processing: From Raw Sensor Signal to Accurate Measurements and Classification
Signal processing includes steps such as baseline calculation, feature extraction, and normalization. These steps consider user settings ...
Nov 17, 20244 min read


Leaf Wetness Data Processing: From Raw Sensor Signal to Accurate Classification
I trained a machine learning model to accurately classify leaf wetness events into categories such as rainfall, dew, and frost. The model ..
Nov 10, 20243 min read


From Infrared Thermometers to AI: A Decade of Proximal Thermal Sensing for Crop Monitoring
This article chronicles a decade of research (2012-2021) dedicated to advancing thermal sensing for crop monitoring. My journey began...
Mar 24, 20238 min read


How Artificial Intelligence Is Convoluting Agricultural Engineering
The process of observing and analyzing in one’s mind is gradually being replaced by “let’s throw everything into the algorithm and see what
Dec 6, 20216 min read
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