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The Plight of the Product Lead Using Drone Imagery and Machine Learning

The Plight of the Product Lead Using Drone Imagery and Machine Learning

by Andrew Muehlfeld | Oct 13, 2023 | Articles

How many times have you heard your algorithm team say, “it’s working pretty well, we just need more data,”?  The trouble is that data is expensive to collect and there are practical limitations.  Contracted drone pilots charge upwards of $1,500 per day for data...
What is the Role of Aerial Imagery in Advancing Soil Fertility?

What is the Role of Aerial Imagery in Advancing Soil Fertility?

by Lora Osborn | Oct 3, 2023 | Articles

With the ability to standardize data collection and increase precision of said data, precision agriculture – and specifically aerial imagery – has become a preferred method for many to get the data required to prove product efficacy and understand field trial...
Friend or Foe: The Debate About Generative AI in Agriculture

Friend or Foe: The Debate About Generative AI in Agriculture

by Lora Osborn | Sep 5, 2023 | Articles

With its ability to perform a range of everyday tasks, from reorganizing and classifying data to writing text and creating digital art, generative AI has dominated headlines for the past 12 months as the world works to understand how this technology can work to our...
Ag Innovators of Tomorrow: Using Pigments to Enable Crops to Talk

Ag Innovators of Tomorrow: Using Pigments to Enable Crops to Talk

by Alyssa Pfaff | Aug 8, 2023 | Articles

Have you ever looked at your crops that seem to be struggling or wilting away and thought, “I wish you could have told me what you needed a week ago.” Well, that thought may not be as far-fetched as you may think.   For Kyle Mohler, this has been his mission since...
Not All Data is Created Equal: Selecting the Right Image Datasets for Precision Agriculture Applications

Not All Data is Created Equal: Selecting the Right Image Datasets for Precision Agriculture Applications

by Dimitris Zermas | Jul 14, 2023 | Articles

In the bustling field of deep learning, the phrase “data is the new oil” is often bandied about. However, as a precision agriculture team working with millions of images, we’ve come to realize that not all data is created equal. Selecting the right...
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