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verified publisher icon harveyslash

Dimension size OF test Image

Open karanchahal opened this issue 8 years ago • 3 comments

Is your model multi scale ? And if so how does that work exactly ? Any helpful links for that would be very much appreciated

karanchahal avatar Nov 18 '17 18:11 karanchahal

At the moment, it only supports 224 x 224 , but its fairly easy to allow multi scale. The Utils function (to tensor), the model's deconvolution , and the upscaling values will need to be changed in order for this to work.

harveyslash avatar Nov 18 '17 18:11 harveyslash

@harveyslash @karanchahal Have you guys tried this with 800x800 px Images? Of yes, can you please share code or open pull request?

neelkadia-zz avatar May 03 '18 11:05 neelkadia-zz

Hey @harveyslash , you could try modifying your network architecture such that it supports a Feature Pyramid Network. That is much more efficient than feeding in resized images of various scales.

karanchahal avatar May 03 '18 11:05 karanchahal