CPC G06N 3/08 (2013.01) [G06F 18/25 (2023.01)] | 20 Claims |
1. A system, comprising:
a processor that executes computer-executable components stored in a computer-readable memory, the computer-executable components comprising:
a network augmentation component that:
takes a pretrained artificial neural network that is configured to perform an inferencing task on a two-dimensional image;
duplicates, without retraining, an encoder unit of the pretrained artificial neural network one or more times, thereby yielding a plurality of duplicates of the encoder unit of the pretrained artificial neural network, wherein the plurality of duplicates of the encoder unit are arranged in parallel with each other;
combines output from the plurality of duplicates of the encoder unit; and
provides combined output from the plurality of duplicates of the encoder unit to a decoder unit of the pretrained artificial neural network; and
a network application component that employs the pretrained artificial neural network to perform the inferencing task on a stack of two-dimensional images, each of which is input to a respective one of the plurality of duplicates of the encoder unit.
|