公开(公告)号：US20240005654A1

公开(公告)日：2024-01-04

申请号：US17656391

申请日：2022-03-24

Applicant: SRI International

Inventor： Arijit Ray ,  Michael A. Cogswell ,  Ajay Divakaran ,  Yi Yao ,  Giedrius T. Burachas ,  Kamran Alipour

IPC: G06V10/98 ,  G06T11/00 ,  G06V10/776 ,  G06V10/77

CPC classification number: G06V10/98 ,  G06T11/001 ,  G06V10/776 ,  G06V10/7715

Abstract: A computing system comprising a memory configured to store an artificial intelligence (AI) model and an image, and a computation engine executing one or more processors may be configured to perform the techniques for error-based explanations for AI behavior. The computation engine may execute the AI model to analyze the image to output a result. The AI model may, when analyzing the image to output the result, process, based on data indicative of the result, the image to assign an error score to each image feature extracted from the image, and obtain, based on the error scores, an error map. The AI model may next update, based on the error map and to obtain a first updated image, the image to visually indicate the error score assigned to each of the image features, and output one or more of the error scores, the error map, and the first updated image.