Automated Artwork Generation Using Random Variables
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Solution Overview
Problem
Current computer systems require substantial manual effort to create artworks by modifying representations of objects, as graphical information in font files cannot be easily altered, limiting the diversity and automation of artwork creation.
Innovation Solution
A method and apparatus that utilize random numbers and probability distributions to generate and transform basic objects, allowing for the creation of diverse artworks by systematically varying factors such as shape, size, and position, thereby achieving 'order in chaos' through automated processes.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If graphical information in font files is manually modified to create diverse artworks, then artistic diversity can be achieved, but the work required is substantially the same as manual artwork creation
Solution Approach 1:
The patent applies dynamics by making the graphical information transformable and adaptable through automated processes. Instead of static manual modification, the system dynamically generates diverse artworks by applying transformations to basic objects using random variables and mathematical models, enabling artistic diversity without manual effort for each variation.
Solution Approach 2:
The patent uses copying by creating multiple variations of artworks from basic objects through automated transformation. Rather than manually creating each unique artwork, the system generates numerous copies and variations by applying different parameter combinations and transformations to the same basic object structures, significantly improving productivity while maintaining artistic diversity.
2Productivity
If graphical information is made changeable to enable automated artwork creation, then productivity improves, but control over artistic precision becomes more difficult
Solution Approach 1:
The patent applies parameter changes by systematically varying specific parameters such as position, size, shape, and orientation of basic objects through controlled mathematical transformations. This allows automated artwork creation with maintained precision, as each transformation parameter is deliberately adjusted within defined ranges to achieve desired artistic effects while preserving control over the final output quality.
Data Source
AI summary
A method of creating an artwork includes generating a set of random numbers according to a seed, realizing values of random variables corresponding to first factors of basic objects forming an object according to random numbers selected from the set of random numbers, and creating first graphical information transformed from graphical information of the basic objects according to the values of the first factors.