2x2 grid, AI inferred topics, 16:9 A top-down flat-lay where [THEME] objects are packed by real-world frequency, the most common swarming densely on one side and the rarest standing alone with open space on the other, the density distribution forming the silhouette of [SHAPE] ::5 Frequency Logic: AI_INFER 40–60 themed objects ranked by true rarity or commonness, packed so visual density directly encodes frequency — abundance reads as crowding, rarity as isolation — the density gradient legible at a glance ::5 Composition: Density-graded packing, smooth crowd-to-sparse transition, clean silhouette edge, generous margin ::3 Material Physics: Real themed objects, accurate materials, consistent matte finish, soft shadows ::2 Illumination: Flat overhead softbox, no glare ::2 Typography: Tiny frequency labels along the lower edge ::2 Render Stack: Density-map flat-lay, frequency-packed collection, data-viz arrangement, 8k ::1 Negative: [uniform spacing, mismatched density, broken silhouette, total overlap, tilt, 3d perspective, hands] ::-1 2x2 网格,AI 推断的主题,16:9 一个自上而下的平铺图,其中 [THEME] 对象按现实世界的频率排列,最常见的密集地聚集在一侧,最稀有的则单独矗立在另一侧并留有开放空间,密度分布形成 [SHAPE] 的轮廓 ::5 频率逻辑:AI 推断 40–60 个按真实稀有度或普遍度排序的主题对象,通过排列使视觉密度直接编码频率 — 丰裕表现为拥挤,稀有表现为孤立 — 密度梯度一目了然 ::5 构图:密度分级的排列,平滑的从拥挤到稀疏的过渡,清晰的轮廓边缘,宽裕的边距 ::3 材质物理:真实的主题对象,准确的材质,一致的哑光饰面,柔和的阴影 ::2 照明:平坦的顶置柔光箱,无眩光 ::2 排版:沿底部边缘的微小频率标签 ::2 渲染堆栈:密度图平铺,频率密集集合,数据可视化排列,8k ::1 负面词:[均匀间距,密度不匹配,破碎的轮廓,完全重叠,倾斜,3D 透视,手] ::-1

Create a vertical 3:4 top-and-bottom comparison editing poster from the input photo. The upper half should completely preserve the real photographic texture, subject identity, and original composition of the input photo, without turning the


Preserve 100% of the original face from the reference photo. The hair, clothing, accessories, pose, and background should be generated according to the prompt. Strong perspective with a clear, transparent cinematic lens effect and high vis

深い亜麻布素材に、豊かな鋼灰色と電気的な青色の糸で縫い付けられた[被写体]の刺繍ポートレート。目に見える手仕事の針仕事、重ねた質感、そして手作りの模様が、大地に根ざしたような聖なる雰囲気を演出しています。 深く亜麻布素材に、豊かな鋼灰色と電気的な青色の糸で縫い付けられたエロン・マスクの刺繍ポートレート。目に見える手仕事の針仕事、重ねた質感、そして手作りの模様が、大地に根ざしたような聖なる雰囲気を演出しています。


高解像度の写真で、クリアなプラスチックのドロワーコード付きバッグが明るいグレーの背景上に置かれています。バッグ内には、複数の小さな3D [対象]フィギュアが整然と並べられています。バッグは柔らかな白いリボンで結ばれ、ブラックのラベルタグが取り付けられており、「[ラベルテキスト]」と書かれています。柔らかい照明とクリーンなシャドウがリアルな質感とディテールを際立たせています。


## [Subject Description] An adult woman with fair skin and naturally full breasts, feminine figure, posing in profile with her body facing left and her head turned slightly upward toward the camera’s direction. She has light brown hair sty
