Add spatial option which returns a spatial map of the perceptual difference (an array with shape (height, width)) #7
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added 3 commits
April 10, 2018 16:47
…he original scalar distance in the paper)
… spatial_factor (also mentioned in the example program test_network.py) to control spatial output shape and upsampling filter order. make the automatic spatial size be determined based on a multiplier (spatial_factor) of the max size of the CNN layer spatial extents.
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Add spatial option which returns a spatial map of the perceptual difference (an array with shape (height, width))
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The main change here is the spatial optional parameter of DistModel.initialize(), which if True causes spatial maps of perceptual distance to be returned by forward(). This is demonstrated in test_network.py.
Also, add to DistModel.initialize() optional arguments spatial_shape, spatial_order, and spatial_factor. These are documented in DistModel.initialize() docstring, and referred to in the example program test_network.py. These variables control spatial output shape (spatial_shape), upsampling filter order (spatial_order), and spatial_factor determines a default shape if one is not specified by multiplier factor of the max size of the CNN layer spatial extents.