PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #139
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #139: Real Exam Question with Answer & Explanation
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Question
You are an ML engineer on an agricultural research team working on a crop disease detection tool to detect leaf rust spots in images of crops to determine the presence of a disease. These spots, which can vary in shape and size, are correlated to the severity of the disease. You want to develop a solution that predicts the presence and severity of the disease with high accuracy. What should you do?
Options
- ACreate an object detection model that can localize the rust spots.
- BDevelop an image segmentation ML model to locate the boundaries of the rust spots.
- CDevelop a template matching algorithm using traditional computer vision libraries.
- DDevelop an image classification ML model to predict the presence of the disease.
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