公开(公告)号：US20240312182A1

公开(公告)日：2024-09-19

申请号：US18184805

申请日：2023-03-16

Applicant: Edge Impulse Inc.

Inventor： Jorge Silva ,  Sheena Patel ,  Johannes Jongboom

IPC: G06V10/764 ,  G06T7/62 ,  G06T7/70 ,  G06T17/00 ,  G06V10/28

CPC classification number: G06V10/764 ,  G06T7/62 ,  G06T7/70 ,  G06T17/00 ,  G06V10/28 ,  G06T2207/10024 ,  G06T2207/30242

Abstract: A system may configure a sensing system implemented by an embedded device. The system may configure a sensing system to generate an image from a point cloud including data points in three dimensions. The data points may be associated with at least three values. The image may be generated by mapping first and second values of data points to first and second coordinates of pixels of the image and third values of data points to intensities of the pixels. The system may configure a sensing system to invoke a machine learning model to process the image. The machine learning model may be trained for image processing. In some implementations, the mapping may include quantizing the first and second values into ranges of the first and second coordinates and quantizing the third values into a range of the intensities.