US Patent Application 18023559. LEARNING SYSTEM, LEARNING METHOD, AND COMPUTER PROGRAM simplified abstract
Contents
LEARNING SYSTEM, LEARNING METHOD, AND COMPUTER PROGRAM
Organization Name
Inventor(s)
Takahiro Toizumi of Tokyo (JP)
LEARNING SYSTEM, LEARNING METHOD, AND COMPUTER PROGRAM - A simplified explanation of the abstract
- This abstract for appeared for US patent application number 18023559 Titled 'LEARNING SYSTEM, LEARNING METHOD, AND COMPUTER PROGRAM'
Simplified Explanation
The abstract describes a learning system that can effectively learn the layout of a document or similar content. The system consists of a training data generation unit that extracts layout constraints and generates training data based on these constraints. It also includes a learning unit that uses Generative Adversarial Networks to generate layouts using random numbers, and a layout discrimination unit that compares the generated layouts with the constrained training data. This learning system allows for accurate learning of document layouts.
Original Abstract Submitted
A learning system includes: a training data generation unit that extracts a constraint of an inputted layout and that generates constrained training data; and a learning unit that learns, by using Generative Adversarial Networks, a learning unit that generates a generated layout by using a random number and a layout discrimination unit that discriminates the generated layout and the constrained training data. According to such a learning system, it is possible to properly learn the layout in a document or the like.
