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geoffwoollard / ece1512_project

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pixel drop out #13

Open geoffwoollard opened 5 years ago

geoffwoollard commented 5 years ago

Eg do pixel drop out and see if the ligand binding site / missing chunk of particle is the hot pixels.

geoffwoollard commented 5 years ago

Can vectorize by pre-generating mask with NaNs/0s and adding/multiplying. The mask would have the pixel drop out windows and be shape N,N,pixel_drop_outs. Where N is the particle image shape.

geoffwoollard commented 5 years ago

https://pypi.org/project/keras-targeted-dropout/

geoffwoollard commented 5 years ago

https://stackoverflow.com/questions/45361559/feature-importance-chart-in-neural-network-using-keras-in-python