Power Automate uses an Image Classification Model to detect diseases in Strawberry Plants
This post will look at an application of using ML and AI to analyze images of Strawberry plants for disease. I live in Florida, and Strawberries, not Oranges, is our #1 crop! Right now this is a very labor intensive process, workers must walk up and down rows of plants looking for diseased or damaged plants. This solution will show how the One Microsoft platform can be used to analyze plant images in real time and determine if a plant is diseased. This could help increase crop yields by greatly decreasing the time and labor needed to analyze the plants, and allow workers to focus on plants they already know have an issue. So the idea for teh solution is that drones or wheeled robots could be used to automatically capture images of plants in the fields, and then those images would be uploaded to Microsoft Onedrive for Business. A scheduled Microsoft Power Automate automated worker would then run and use an Image Classification model to determine which plants need attention, and cou...