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Step 1: Upload Reference Image
Provide a source image. This acts as the blueprint for the AI, determining the basic shapes and layout.
Step 2: Add a Text Prompt
Describe the changes you want to make. For example, "convert to cyberpunk style," "change day to night," or "make the product metallic."
Step 3: Set Denoising Strength
This is crucial. A low value (e.g., 0.3) keeps the output very similar to the original image. A high value (e.g., 0.8) allows the AI to make drastic changes while only loosely following the original structure.
Step 4: Generate
Process the transformation instantly using our optimized infrastructure.
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Style Transfer & Creative
Sketch to Realistic
Original Input (Before): A rough pencil sketch of a modern house design.
AI Result (After): Photorealistic Architectural Render. The lines of the sketch are transformed into realistic materials like concrete, glass, and wood under natural light.
Anime Conversion
Original Input (Before): A standard photograph of a person in a city.
AI Result (After): High-Quality Anime Illustration. The person and background are redrawn in a Japanese animation style while maintaining the original pose and setting.
Variation & Refinement
Product Variations
Original Input (Before): A photo of a sneaker in white.
AI Result (After): Colorway Generation. The same sneaker rendered realistically in red, blue, and black, keeping the lighting and shadows identical.
Composition Guide
Original Input (Before): A crude collage or basic 3D block-out showing object placement.
AI Result (After): Finished Scene. A detailed, fully rendered image that strictly adheres to the layout defined in the rough input.