METHOD AND APPARATUS FOR GENERATING LEARNING DATA REQUIRED TO LEARN ANIMATION CHARACTERS BASED ON DEEP LEARNING

Patent №

US 11,106,942

Granted

2021-08-31

Filed 2019

Owner

ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

Lab

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16696354

Disclosed are a learning data generation method and apparatus needed to learn animation characters on the basis of deep learning. The learning data generation method needed to learn animation characters on the basis of deep learning may include collecting various images from an external source using wired/wireless communication, acquiring character images from the collected images using a character detection module, clustering the acquired character images, selecting learning data from among the clustered images, and inputting the selected learning data to an artificial neural network for character recognition.

Machine learningNatural languageVisionAI hardwareG06N 20/00G06F 18/2148G06F 18/2155G06F 18/23G06F 18/40G06N 3/0464G06N 3/09G06V 10/454+8 more

AI classification

Vision1.00
Natural language1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.06
Planning0.02
Speech0.00
Evolutionary computation0.00

Ownership

ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

assignment · 511270246

Assignors

IM, DONG HYUCK, KIM, JUNG HYUN, KIM, HYE MI, PARK, JEE HYUN, SEO, YONG SEOK, YOO, WON YOUNG

On an employer assignment, the assignors are typically the inventors.

From the same owner

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