公开(公告)号：US20240428573A1

公开(公告)日：2024-12-26

申请号：US18341218

申请日：2023-06-26

Applicant: Google LLC

Inventor： Ariel Fuxman ,  Alexander Kenji Hata ,  Edward Benjamin Vendrow ,  Otilia Stretcu ,  Wenlei Zhou ,  Krishnamurthy Viswanathan ,  Aditya Avinash ,  Gabriel Berger ,  Andrew Ames Bunner ,  Javier Alejandro Rey ,  Wei Qiao ,  Yintao Liu ,  Guanzhong Wang ,  Thomas Nathan Denby ,  Mehmet Nejat Tek ,  Neil Gordon Alldrin ,  Enming Luo ,  Chun-Ta Lu

IPC: G06V10/778 ,  G06V10/764 ,  G06V10/774 ,  G06V10/82 ,  G06V10/94

Abstract: A computer-implemented method includes receiving an input from a user relating to a concept, automatically obtaining a first set of images from an unlabeled dataset of images based on the input, and obtaining a first rating via the user for each image from the first set of images. The method further includes training a classifier model relating to the concept based on the first set of images rated by the user, automatically obtaining a second set of images from the unlabeled dataset of images based on the classifier model trained based on the first set of images, and obtaining a second rating via the user for each image from the second set of images. The classifier model relating to the concept is retrained based on the first set of images rated by the user and the second set of images rated by the user to obtain an updated classifier model.