Recently, we have been working on a research project where we study the impact of data augmentation in the performance of retinal vessel segmentation with Enes Sadi Uysal, Şafak Bilici, Selin Zaza and Yiğit Özgenç as a part of the inzva AI Projects program. The area of medical imaging has gained much attention in recent years and the retinal vessel segmentation is one of the fields that is widely studied. In this blog, we aim to explain what is retinal vessel segmentation and why data augmentation techniques impact the performance of the segmentation model?

The input image is the output…

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