Synthesis helper functions#
These helper functions all are intended to help visualize the status and outputs of synthesis objects.
Metamer / MetamerCTF
Plot synthesis loss with log-scaled y axis. |
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Display metamer. |
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Plot histogram of pixel values of target image and its metamer. |
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Plot distance ratio showing how close we are to convergence. |
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Make a plot showing synthesis status. |
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Animate synthesis progress. |
MAD Competition
Display MAD image. |
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Display all MAD Competition images. |
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Plot metric losses. |
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Plot loss for full set of MAD Competiton instances. |
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Plot histogram of pixel values of reference and MAD images. |
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Make a plot showing synthesis status. |
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Animate synthesis progress. |
Eigendistortion
Display specified eigendistortion added to the image. |
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Display base image, eigendistortions alone, and eigendistortions added to the image. |