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AI model change technology realizes model-less production for apparel displays

2025-08-20 423
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Technological innovation and application of AI virtual modeling

Photon AI's model change function is based on generative AI technology, using computer vision and deep learning algorithms to build a virtual digital human system. After the user uploads a clothing picture, the system generates a fitting effect image of models with different body types and skin colors through human posture estimation, clothing deformation simulation and other technologies.

The breakthrough of this technology is manifested in three aspects: first, it provides a preset library of diversified model templates, covering different human characteristics such as European, American, Asian, etc.; second, it supports high-precision fitting of clothing and virtual models, maintaining the natural drape of folds and fabrics; third, it realizes the realistic simulation of light and shadow and environmental reflections, so that the synthesized effect reaches the quality of the photographic studio level.

Typical cases show that after a women's clothing brand used this function, the new product shelving cycle was shortened from 7 days to 1 day, and the problem of incomplete size coverage in traditional shooting was avoided. Combined with the platform's batch processing capability, it can realize a virtual display solution for full-size garments, which greatly improves the efficiency of e-commerce operation.

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