Image Prompt Presets for Precise AI Image Property Control
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Solution Overview
Problem
In machine-learned image generation models, users are burdened with specifying adjustment prompts for desired image properties every time, making the process cumbersome.
Innovation Solution
A prompt generating apparatus with a user prompt acquiring unit, system prompt selecting unit, and input prompt generating unit that automatically generates input prompts based on user input and predefined system prompts, prioritizing user preferences over conflicting settings.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Manufacturing precision
If users manually specify adjustment prompts for each image generation, then image properties can be precisely controlled, but user burden and operation complexity increase
Solution Approach 1:
The system pre-prepares multiple system prompt presets that have been optimized for different image usage scenarios (e.g., portrait, landscape, product photography). These presets contain pre-configured adjustment prompts for various image properties such as brightness, contrast, saturation, and composition. When a user selects a preset, the corresponding adjustment prompts are automatically applied, eliminating the need for users to manually specify each parameter while maintaining precise control over image properties.
2Manufacturing precision
If users manually specify adjustment prompts every time, then desired image properties can be achieved, but time consumption increases
Solution Approach 1:
System prompt presets are prepared in advance for various image usage scenarios, containing optimized adjustment prompts for different image properties. Users simply need to select the appropriate preset based on their needs, and the system automatically applies the corresponding adjustment prompts. This eliminates the time-consuming process of manually specifying each adjustment prompt while ensuring that the desired image properties are accurately achieved.
3Ease of operation
If system prompt presets are provided for specific image usages, then ease of operation improves, but device complexity increases
Solution Approach 1:
The system provides a universal set of system prompt presets that can be applied across different image generation scenarios. Each preset is designed to work with multiple image usage types and contains adjustable parameters for various image properties. The system includes functionality to create, edit, and manage these presets, allowing flexible adaptation to different needs while maintaining a unified interface that simplifies user interaction.
Data Source
AI summary
A prompt generating apparatus includes a user prompt acquiring unit, a system prompt selecting unit, an input prompt generating unit, and a generated image acquiring unit. The user prompt acquiring unit is configured to acquire a user prompt inputted by a user. The system prompt selecting unit is configured to select a system prompt preset for an image usage specified by the user among system prompt presets that include image property setting values that have been selected of plural image property items for specific image usages. The input prompt generating unit is configured to generate an input prompt on the basis of the user prompt and the image property setting values in the selected system prompt preset. The generated image acquiring unit is configured to acquire a generated image corresponding to the input prompt using an image generation model.