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[D] While detecting nucleus, can we use some prior?

Hi,

The default configurations of RCNN or Faster-RCNN are designed for VOC data-set. The data-set has many classes, and objects of different class are of different size. So, I think it is necessary to use different scales and zoom levels.

But in pathology images, all images are on same scale. Even the nuclei are comparable. So is there any particular configuration we should use for nucleus detection?
Any intuition and advice would be helpful.

submitted by /u/bay_der
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.