公开(公告)号：US20250005884A1

公开(公告)日：2025-01-02

申请号：US18215551

申请日：2023-06-28

Applicant: Adobe Inc.

Inventor： Zichuan Liu ,  Xin Lu ,  Mingyuan Wu

IPC: G06V10/26 ,  G06T7/11 ,  G06V10/82

Abstract: In implementations of systems for efficient object segmentation, a computing device implements a segment system to receive a user input specifying coordinates of a digital image. The segment system computes receptive fields of a machine learning model based on the coordinates of the digital image. The machine learning model is trained on training data to generate segment masks for objects depicted in digital images. The segment system processes a portion of a feature map of the digital image using the machine learning model based on the receptive fields. A segment mask is generated for an object depicted in the digital image based on processing the portion of the feature map of the digital image using the machine learning model.