公开(公告)号：US20210319284A1

公开(公告)日：2021-10-14

申请号：US17351434

申请日：2021-06-18

Applicant: Optimum Semiconductor Technologies Inc.

Inventor： Mayan MOUDGILL ,  John GLOSSNER

IPC: G06N3/04 ,  G06F9/30 ,  G06F9/38

Abstract: A system and method include an accelerator circuit comprising an input circuit block, a filter circuit block, a post-processing circuit block, and an output circuit block and a processor to initialize the accelerator circuit, determining tasks of a neural network application to be performed by at least one of the input circuit block, the filter circuit block, the post-processing circuit block, or the output circuit block, assign each of the tasks to a corresponding one of the input circuit block, the filter circuit block, the post-processing circuit block, or the output circuit block, instruct the accelerator circuit to perform the tasks, and execute the neural network application based on results received from the accelerator circuit completing performance of the tasks.

公开(公告)号：US20210232871A1

公开(公告)日：2021-07-29

申请号：US17258015

申请日：2019-06-20

Applicant: Optimum Semiconductor Technologies Inc.

Inventor： Sabin Daniel IANCU ,  John GLOSSNER ,  Beinan WANG

IPC: G06K9/62 ,  G06T7/50 ,  G06K9/46 ,  G06K9/20 ,  G06N3/04

Abstract: A system and method relating to object detection using multiple sensor devices include receiving a range data comprising a plurality of points, each of plurality of points being associated with an intensity value and a depth value, determining, based on the intensity values and depth values of the plurality of points, abounding box surrounding a cluster of points among the plurality of points, receiving a video image comprising an array of pixels, determining a region in the video image corresponding to the bounding box, and applying a first neural network to the region to determine an object captured by the range data and the video image.