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Dependency of image size on detect with FasterRCNN

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John Hipp
John Hipp 2018-2-5
关闭： MATLAB Answer Bot 2021-8-20
I trained a fasterRCNN to detect left and right knees in bilateral knee x-rays using VGG-16. The accuracy reported in step 4 was near 100% at the end of training. The trained network works great - if I resize the input x-ray to just the right size - by trial&error. Is anyone aware of any documentation regarding this dependency and what was done with the image size during training such that it could achieve such high accuracy on the minibatches?

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