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

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.

Answer 1

[Raynier Suresh]

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.

https://www.mathworks.com/help/deeplearning/ug/train-a-convolutional-neural-network-for-regression.html