公开(公告)号：US11961301B2

公开(公告)日：2024-04-16

申请号：US18357901

申请日：2023-07-24

申请人： SMARTINSIDE AI Inc.

发明人： Dai Quoc Tran ,  Yun Tae Jeon ,  Tae Heon Kim ,  Min Soo Park ,  Joo Ho Shin ,  Seung Hee Park

IPC分类号： G06V20/50 ,  G06V10/75 ,  G06V10/764

CPC分类号： G06V20/50 ,  G06V10/759 ,  G06V10/765 ,  G06V2201/07

摘要： Disclosed herein are image-based object recognition method and system by and in which a learning server performs image-based object recognition based on the learning of environment variable data. The image-based object recognition method includes: receiving an image acquired through at least one camera, and segmenting the image on a per-frame basis; primarily learning labeling results for one or more objects in the image segmented on a per-frame basis; performing primary reasoning by performing object detection in the image through a model obtained as a result of the primary learning; performing data labeling based on the results of the primary reasoning, and performing secondary learning with weights allocated to respective boxes obtained by the primary reasoning and estimated as object regions; and finally detecting one or more objects in the image through a model generated as a result of the secondary learning.