Measuring eccentricity or aspect ratio of elliptical objects in an image using deep learning

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Varun Katiyar
Varun Katiyar on 7 Sep 2020
Answered: Raynier Suresh on 20 Jan 2021
Hi, Is it possible to detect the aspect ratio or eccentricity of an ellipse in an image by using a deep learning method? Which deep learning method should I look into. I have figured out how to do it by regionprops but my images vary so I have to write different codes.

Answers (1)

Raynier Suresh
Raynier Suresh on 20 Jan 2021
You can use a regression model to measure the eccentricity, where the input is an image and the regression output will be the eccentricity. You can refer the below link on how to train a CNN for regression.

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