公开(公告)号：US20230004750A1

公开(公告)日：2023-01-05

申请号：US17363147

申请日：2021-06-30

Applicant: International Business Machines Corporation

Inventor： Yi Ming Wang ,  Hui Dong ,  Zhong Fang Yuan ,  Tong Liu ,  Yan Fen Liu ,  Ling Chen

IPC: G06K9/62 ,  G06F16/18 ,  G06F16/9032 ,  G06F16/906

Abstract: The embodiments of the present disclosure disclose a computer-implemented method, computer system and a computer program product for detecting and predicting an abnormal log event. In the method, a current event cluster from a plurality of event clusters for a log line in a log file is determined. The plurality of event clusters include at least one abnormal event cluster. Then, a time of event transition from the current event cluster to at least one abnormal event cluster is predicted.

公开(公告)号：US20250139957A1

公开(公告)日：2025-05-01

申请号：US18385548

申请日：2023-10-31

Applicant: International Business Machines Corporation

Inventor： Zhong Fang Yuan ,  Tong Liu ,  Yi Ming Wang ,  Yu Zui You ,  Yan Fen Liu

IPC: G06V10/82 ,  G06F16/22 ,  G06F40/20

Abstract: Train a text-to-image machine learning model by using a training dataset. The training dataset includes images and respective natural language descriptions of those images. The training causes the text-to-image machine learning model to be overfit on the training dataset. Store the trained overfit text-to-image machine learning model. Submit a given natural language description to the stored overfit text-to-image machine learning model. In response to the submitting, receive as output from the overfit text-to-image learning machine learning model an output image. The output image is a reproduction of a corresponding image from the training dataset and corresponds to the submitted natural language description.

公开(公告)号：US20200279489A1

公开(公告)日：2020-09-03

申请号：US16288151

申请日：2019-02-28

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Tao Liu ,  Hong Bing Zhang ,  Qiang He ,  Yan Fen Liu

IPC: G08G1/00 ,  G08G1/017 ,  G06K9/00 ,  G06T7/70

Abstract: An embodiment of the invention may include a method, computer program product and computer system for vehicle location detection. The method, computer program product and computer system may include a computing device which may receive image data from an imaging device associated with a vehicle and sensor data from a vehicle sensor device associated with the vehicle. The computing device may detect the vehicle has entered a parking scene based on the received image data. The computing device may detect the surroundings of the vehicle using the imaging device. The computing device may determine the vehicle is parking based on the received sensor data. The computing device may identify a parking location of the vehicle based on the received image data, receive image data and detect the surroundings associated with the identified parking location. The computing device may generate a notification to a user associated with the vehicle.