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How to achieve diverse model pose generation in apparel e-commerce scenarios?

2025-08-24 899

服装展示解决方案

打破传统平面展示局限的技术实现路径:

  • Basic Material Preparation::
    1. 拍摄标准白底服装图(需展示完整剪裁)
    2. 收集目标姿态骨架图(可从Posemy.art等平台获取)
  • 提示词构造::
    • 包含详细姿势描述(如”arms crossed,left_leg_angle=45″)
    • 指定展示视角(–camera参数支持top/down/front等)
    • 添加动态效果词(”wind blowing”等)
  • 高级控制::
    1. 使用ControlNet插件结合Openpose骨架图
    2. 通过–control_weight参数调整服装与姿态的融合度(建议0.6-0.8)
    3. 多阶段生成:先输出姿态蒙版,再植入服装细节

典型应用流程:生成一组(3-5张)同款服装的不同姿态图,保持服装纹理、皱褶的真实性,最后用PS批量替换背景。

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