Topic 1 Question 128
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?
Create an object detection model that can localize the rust spots.
Develop an image segmentation ML model to locate the boundaries of the rust spots.
Develop a template matching algorithm using traditional computer vision libraries.
Develop an image classification ML model to predict the presence of the disease.
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コメント(9)
- 正解だと思う選択肢: B
Not D because Classification can't predict the severity for that we need Segmentation
👍 5Nayak82022/12/28 - 正解だと思う選択肢: B
To determine severity of the disease, boundary of rust spots should be determined - for size/ shape etc.
👍 4Dataspire2022/12/28 - 正解だと思う選択肢: B
the shape of the spot is quite important for the severity of the disease, and image segmentation could help us to determine it in a more granular manner. And it is often used in the healthcare industry, for getting the shapes of all the cancerous cells
👍 3q2ng2022/12/30
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