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TRANSLATING LANGUAGE INTO VISUAL FORM:
AI-Assisted Character Design
This project explores the translation of structured language into visual outputs using AI tools. During live lessons on the Novakid platform, students used the target grammar structure “has got” to describe characters and objects. These descriptions were interpreted and converted into visual prompts, allowing learners to see their language produced as imagery in real time.
PROCESS
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Students (aged 4 - 12 years) produced simple descriptions using the target structure “has got”
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Key visual elements were identified (colour, object, character, accessories)
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Descriptions were translated into structured prompts inputed into an AI Image Generation Tool
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Outputs were refined to align with the original student intent
This work demonstrates the ability to translate human input into structured visual outputs through controlled prompting and iterative refinement.
VISUAL TRANSLATION
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Language → Image: Student descriptions were converted into visual representations
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Clarity: Simple grammar structures produced clear, recognisable outputs
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Interpretation: Abstract or incomplete ideas required structured refinement
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Consistency: Visual style was maintained across different prompts
LEARNING STRATEGY
This activity follows a production-based learning approach, where students actively use new language to create meaning. By connecting grammar to immediate visual output, learners remain engaged and develop a clearer understanding of how structure influences meaning.
INSIGHT
Small changes in language structure directly impact visual outcomes. This demonstrates the importance of clarity, precision, and structured input when translating human language into generated visuals.
CHARACTER PROMPTS



AI Tool Character Input Prompt Examples:
Create a blue fluffy cat with green eyes. It has got a basketball.
Create a pink and white girl penguin wearing a blue cape and a crown. She has got a star wand.
Create a world enviroment day superhero. He has got blue spikey hair and is wearing a blue t-shirt with the earth on it, blue shorts, a blue cape and blue trainers.








