Projects

Representative Projects

Every project presented on this website represents a generalized engineering capability derived from real production workflows. To protect client confidentiality, all examples are anonymized and use representative assets rather than customer-owned data.

Capability demonstration

Product Photography

Generate production-ready product imagery by integrating isolated products into realistic environments while preserving geometry, lighting, perspective, and material appearance.

Input: Product image · Environment image
Instruction: “Place the cup on the center of the saucer, with the handle pointing right.”
Output: Photorealistic composite image.

Engineering focus

Natural lighting
Perspective matching
Shadow generation
Material preservation
Visual consistency

Typical applications

Product catalogs · E-commerce · Retail AI · Marketing assets

Isolated product input for Product Photography — Input

Target environment for Product Photography — Environment

Photorealistic product composite output — Output

Capability demonstration

Shape Transformation

Generate realistic physical transformations of products while preserving identity and material characteristics — including crushing, squeezing, bending, stretching, and deforming.

Input: Product image
Instruction: “Flatten the blue ball into a flat disk.”
Output: Realistically transformed product.

Engineering focus

Identity preservation
Texture consistency
Realistic deformation
Artifact prevention

Typical applications

Synthetic datasets · Visual reasoning · Physics-aware models

Original object before shape transformation — Input

Object after realistic physical deformation — Output

Capability demonstration

Product Bundle Composition

Create realistic commercial scenes by combining multiple isolated products into a single composition.

Input: Product image A · Product image B
Instruction: “Place the jar and cup side-by-side on the countertop in front of the tray.”
Output: Photorealistic bundle composition.

Engineering focus

Composition
Scale consistency
Lighting balance
Realistic positioning

Typical applications

Cross-selling · Promotional assets · Marketplace bundles · E-commerce

Isolated product A for bundle composition — Input A

Isolated product B for bundle composition — Input B

Combined photorealistic product bundle — Output

Capability demonstration

Object Consistency

Generate photorealistic scene compositions by placing isolated objects into realistic environments while preserving geometry, scale, perspective, lighting, shadows, and material appearance.

Input: Object image · Environment image
Instruction: “Place the glass vase on the wall shelf, with a framed photo on the left and a matching vase on the right.”
Output: Photorealistic composite image.

Engineering focus

Accurate object placement
Perspective matching
Natural lighting
Shadow generation
Scale consistency
Material preservation
Seamless scene integration

Typical applications

Synthetic training datasets · Computer Vision · Object Detection · Scene Understanding · AI Model Training · Visual Data Generation

Isolated object for consistency demonstration — Input

Object placed into a realistic scene — Output

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