The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 15, 2024
Filed:
Jul. 21, 2022
Mirle Automation Corporation, Hsinchu, TW;
Ching-Liang Lu, Hsinchu, TW;
Yen-Po Wang, Hsinchu, TW;
Yuan-Chia Chu, Hsinchu, TW;
Ying-Chun Jheng, Hsinchu, TW;
Li-Sung Fan Chiang, Hsinchu, TW;
Tsung-Chieh Liu, Hsinchu, TW;
MIRLE AUTOMATION CORPORATION, Hsinchu, TW;
Abstract
A method includes steps of: based on training sets of gastrointestinal images, using a predetermined machine learning algorithm to obtain a preliminary model; feeding preliminary validation sets of gastrointestinal images into the preliminary model to obtain estimation results; based on the estimation results, selecting, from the preliminary validation sets of gastrointestinal images, a series of successive images as a selected validation set of gastrointestinal images; based on the selected validation set of gastrointestinal images, tuning parameters of the preliminary model to result in a speed-determining model for determining a moving speed of an endoscope camera.