Reducing structural redundancy in automatic image segmentation

H Wang, T Syeda-Mahmood - US Patent 11,651,499, 2023 - Google Patents
(57) ABSTRACT A method for automatically training and applying automatic segmentation in
digital image processing is provided. The method may include, in response to receiving a …

System and method for improving machine learning models based on confusion error evaluation

O Elisha, A Luttwak, H Yehuda, A Kahana… - US Patent …, 2023 - Google Patents
The following detailed description discloses numerous example embodiments. The scope of
the present patent application is not limited to the disclosed embodiments, but also …

Iterative vectoring for constructing data driven machine learning models

O Elisha, A Luttwak, H Yehuda, A Kahana… - US Patent …, 2022 - Google Patents
Embodiments described herein are directed to generating a machine learning (ML) model. A
plurality of vectors are accessed, each vector of the plurality of vectors including a first set of …

Boosting AI identification learning

J Yu - US Patent 11,983,917, 2024 - Google Patents
A machine-learning classification system includes a first machine-learning classifier that
classifies each element of a plurality of data items to generate a plurality of classified data …

Interactive machine learning optimization

DC Patel, SE Han, JB Kang - US Patent App. 17/216,475, 2022 - Google Patents
Methods, computer program products, and systems are presented. The method, computer
program products, and systems can include, for instance: examining an enterprise dataset …

Metric specific machine learning model improvement through metric specific outlier removal

LG Cmielowski, W Sobala, M Erazmus… - US Patent …, 2022 - Google Patents
Embodiments are disclosed for a method for machine learn ing model training outliers. The
method includes determin ing multiple metric values for corresponding transactions …

Machine learning model retraining pipeline for robotic process automation

P Singh, MA Hidalgo, A Mcgonnell - US Patent App. 16/864,000, 2021 - Google Patents
A machine learning (ML) model retraining pipeline for robotic process automation (RPA) is
disclosed. When an ML model is deployed in a production or development environment …

Systems, methods, and apparatus for transferring data between interconnected devices

MM Nguyen, R Pitchumani, P Heekwon… - US Patent App. 17 …, 2023 - Google Patents
2023-08-01 Assigned to SAMSUNG ELECTRONICS CO., LTD. reassignment SAMSUNG
ELECTRONICS CO., LTD. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT …

Systems and methods for multi machine learning based predictive analysis

MK Srinivasan, PV Guruprasad, SS Rage - US Patent 11,954,126, 2024 - Google Patents
The present disclosure relates to systems and methods for carrying out predictive analysis
where a plurality of data sets may be ingested from a data lake. A data analyzer may tag the …

Model training using fully and partially-annotated images

H Wang, TF Syeda-Mahmood, JP Francis - US Patent 11,526,694, 2022 - Google Patents
Methods and systems for training a model labeling two or more organic structures within an
image. One method includes receiving a set of training images. The set of training images …