High Resolution Real-Time Artistic Style Transfer Pipeline


Ontology type: sgo:Patent     


Patent Info

DATE

2020-09-24T00:00

AUTHORS

PRINS ADAM , HOFFMAN-JOHN ERIN , POPLIN RYAN , WU RICHARD , TOOR ANDEEP

ABSTRACT

Systems and methods are provided for receiving at least one image and a reference image, and performing a plurality of downscaling operations having separable convolutions on the received at least one image. A plurality of residual blocks may be formed, with each residual block containing two separable convolutions of the kernel and two instance normalizations. A plurality of upscaling operations may be performed on the plurality of residual blocks, and a stylized image may be displayed based on at least the performed plurality of upscaling operations and the reference image. More... »

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