公开(公告)号：US20240338789A1

公开(公告)日：2024-10-10

申请号：US18747926

申请日：2024-06-19

Applicant: Intel Corporation

Inventor： Songki Choi ,  Eunwoo Shin

IPC: G06T3/40 ,  G06T7/62

CPC classification number: G06T3/40 ,  G06T7/62

Abstract: Example apparatus disclosed herein determine an initial spatial input size for training a computer vision model, the initial spatial input size based on sizes of input training images, apply an adjustment to the initial spatial input size to determine an adjusted spatial input size, the adjustment based on sizes of objects in the input training images, and map the adjusted spatial input size to one of a set of available spatial input sizes to determine a final spatial input size for training the computer vision model. Some disclosed apparatus evaluates a linear model to determine a final batch size for training the computer vision model, the linear model based on first and second simulations of training the computer vision model, the first simulation based on the final spatial input size and a first batch size, the second simulation based on the final spatial input size and a second batch size.