© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022
M. Paluszek et al.Practical MATLAB Deep Learninghttps://doi.org/10.1007/978-1-4842-7912-0_3

3. Finding Circles with Deep Learning

Michael Paluszek1  , Stephanie Thomas2   and Eric Ham2  
Plainsboro, NJ, USA
Princeton, NJ, USA


Finding circles is a classification problem. Given a set of geometric shapes, we want the deep learning system to classify a shape as either a circle or something else. This is much simpler than classifying faces or digits. It is a good way to determine how well your classification system works. We will apply a convolutional network to the problem as it is the most appropriate for classifying image data.

3.1 ...

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