公开(公告)号：US11354936B1

公开(公告)日：2022-06-07

申请号：US16929387

申请日：2020-07-15

Applicant: Amazon Technologies, Inc.

Inventor： Dharmil Satishbhai Chandarana ,  Ilya Levner ,  Zhaoqing Ma ,  Prajwal Yadapadithaya ,  Riley James Williams ,  Canku Alp Calargun ,  Prama Anand

IPC: G06V40/00 ,  G06V40/16 ,  G06K9/62

Abstract: Techniques for improved image classification are provided. Face embeddings are generated for each face depicted in a collection of images, and the face embeddings are clustered based on the individual whose face is depicted. Based on these clusters, each embedding is assigned a label reflecting the cluster assignments. Some or all of the face embeddings are then used to train a classifier model to generate cluster labels for new input images. This classifier model can then be used to process new images in an efficient manner, and classify them into appropriate clusters.