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Feb 44 min read
Stop Swinging That Hammer: Why Synthetic Data is Banging Up Agricultural AI
Agricultural AI holds immense promise for transforming farming. We envision AI-powered tractors, drones, and robots that can revolutionize..
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Feb 24 min read
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...
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Nov 18, 20243 min read
Cracking the Code of Sensor Data: Transforming Raw Data into Actionable Insights
In the article, I provide an overview of the intricacies of leaf wetness and soil moisture sensors, explore the challenges of raw data, ...
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Nov 17, 20242 min read
Moisture Sensor Data Processing: From Raw Signal to Accurate Measurements and Classification
Signal processing includes steps such as baseline calculation, feature extraction, and normalization. These steps consider user settings ...
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Nov 10, 20242 min read
Leaf Wetness Sensor Data Processing: From Raw 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 ..
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