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Artificial Intelligence Task

Text To Image

In this task diverse machine learning algorithms may be used to analyze a text and then creating a visual representation of the content. Through diffussion (mainly) diverse range and types of visual representations can be created and refined

Input

Descriptive human language prompts, mainly in textual form

Output

Images that represent the text descriptions that could be static or animated

Goal

To generate visual content with specific control functions (for style, elements) based on textual input

Learning Strategy

Generative, likely diffussion models trained and fine tuned on prompt-output pairs

Evaluation Metric

Visual quality, relevance to the text, and diversity

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