Dataset Summary
5,000-sample dataset simulating real-world collaboration between users and professional visual editors. Creators role-played multi-turn conversations, sharing reference images and step-by-step instructions to guide the generation of photos, 2D, and 3D illustrations. Each sample included the full dialogue, visual inputs, and precisely aligned outputs across categories like product art, game assets, branded visuals, and marketing content.
Turn 1:
I need to make a summer drink ad featuring watermelon — something playful and refreshing. Show a large watermelon at the center of the composition, sliced horizontally like a bowl.
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Result
I have placed a large watermelon that has been sliced horizontally like a bowl. Inside, I had inserted an image of a swimming pool filled with clear, tempting blue water, making it look as if the watermelon itself had become a miniature pool. To enhance the illusion and ensure that it had been a real, functioning pool, I had added a small stainless steel ladder on the edge of the watermelon. The background has been designed with a soft gradient of turquoise green fading into white, giving the whole scene a fresh, summery vibe
Turn 2:
Add a person lying on a float in the pool, looking relaxed and enjoying the atmosphere. Use a base layer of whole watermelons stacked up as the bottom background. Add realistic lighting and texture — they should look fresh. And the mid-background, include large triangular watermelon slices standing upright.
Reference image 1
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Result
I had added a person lying on a float in the pool, looking relaxed and enjoying the atmosphere. As the base layer of the composition, I had used whole watermelons stacked up to form the bottom background. For the mid-background, I had included large triangular watermelon slices standing upright. I had also applied realistic lighting and texture so that everything looked fresh and slightly glossy, but not overly artificial.
Turn 3:
In the distant background, blend in lush green hills and mountain ranges, partially veiled in soft white clouds. Add an image of a watermelon plant, placing it among the pile of watermelons used as the background for the watermelon swimming pool. Provide images of watermelon plants from different angles to create variation and make the scene look more natural.
Reference image 1
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Reference image 3
Result
In the distant background, I had blended in lush green hills and mountain ranges, partially veiled in soft white clouds. A warm beam of sunlight had been cast from the top right, giving the scene a magical, dreamlike quality. To tie everything together, I had added an image of a watermelon plant, placing it among the pile of watermelons used as the background for the watermelon swimming pool. I had also provided images of watermelon plants from different angles to create variation and make the scene look more natural.
