角色参考工作流
为多张图准备同一角色
为反复出现的原创角色制定参考驱动的规划。在审核新姿势和新场景之前，先记录身份、服装和有用视角。
模型
这个创作工具生成的是静态图像。漫画和视频请继续使用链接中的工具；研究策略并不是可选的生产模式。
图片记录
Google Vertex AI · gemini-3.1-flash-image · · 1280 × 859 px
原始生成提示词
Use case: photorealistic-natural / product-mockup. Create a natural window-lit editorial PHOTOGRAPH of exactly TWO anatomically normal adult hands holding one landscape matte comic proof sheet above a real warm oak desk. Image1 supplied is the original adult botanist and mint robot reference sheet; image2 is the COMPLETE original SIX-PANEL greenhouse comic. The held paper must have landscape 3:2 proportions so Image2 fits WITHOUT rearrangement. Put the exact complete Image2 sequence on the held sheet as THREE columns by TWO rows, with a clean ivory outer margin: upper row arrival, pot on bench, gloved seed close-up; lower row watering, seedling reaction, final greenhouse view. Preserve all six distinct scenes in that order; DO NOT repeat watering, remove seed, reformat into two columns, add text or combine panels. Keep the original adult's teal jacket, coral scarf, dark curly hair, sand trousers and original mint round robot. Hold the paper by its two lower blank outside corners only; all artwork corners remain visible and hands cover no panels. The source character-reference sheet from Image1 rests flat farther back on the desk, partly visible beside the held print. Only the printed artwork is ink/watercolor illustration; hands, table, thin paper grain and room are a convincing photograph. No visible faces, booklet, screen, logos, titles, numbers, writing, fake UI, metrics or product packaging. Natural skin/five fingers, coherent optical perspective, subtle paper flex, quiet soft daylight. The completed hand-held story takes 75 percent of frame. Fictional lifestyle presentation only, never a customer photograph or research result. Landscape 3:2.
查看完整作品规划具体结果
原创植物学家参考集
在将角色用于漫画序列前，先规划一组紧凑参考，展示成年植物学家的面部、身体比例和外出工作服。
需要准备什么
- 经授权的原创角色设计。
- 稳定的身份备注和当前服装说明。
图片记录
Google Vertex AI · gemini-3.1-flash-image · · 1280 × 859 px
原始生成提示词
Use case: illustration-story. Original character reference sheet on warm ivory paper, editorial comic style with elegant clean dark ink lines, restrained watercolor washes and sophisticated readable shapes. Show the same fictional adult botanist, about 32, warm brown skin, short dark curly hair, teal work jacket over cream shirt, one coral scarf, sand trousers and simple brown ankle boots, in THREE clear full-body views: front, side and back, spaced evenly. Below or beside the adult show a small round mint-green helper robot in front and side view, with two dark circular eyes and exactly one short antenna. Leave comfortable margins, warm ivory background. Keep clothing color, hair, build and robot construction consistent between views. No writing, labels, logos, speech bubbles, charts, numbers, duplicated limbs, weapons, third-party IP or sexualized clothing. This is original illustration, not a technical accuracy or model benchmark claim. Landscape 3:2.
查看完整作品让参考图足够清晰
优先选择能清楚看到身份特征的细节，而不是装饰性的背景细节。
选择实际用途的视图
补充计划镜头真正需要的角度，不要想当然地认为素材越多越好。
检查新姿势
判断新图片在做出与参考不同的内容时，是否仍然保持可识别。
参考集只有在能帮助生成和审核下一个镜头时才真正有用，而不只是看起来更精美。
实用的起点
选择决定性特征
找出让原角色具有辨识度的少数特征，包括轮廓和标志性细节。
记录外观版本
把当前服装和配饰状态与身份分开。对预期变化使用清晰标签。
先试一组小范围镜头
检查特写、全身视图和不同角度。看看角色在更换姿势时是否还能保持身份一致。
检查什么
图片记录
Google Vertex AI · gemini-3.1-flash-image · · 1280 × 859 px
原始生成提示词
Use case: photorealistic-natural / product-mockup. Create a natural window-lit editorial PHOTOGRAPH of exactly TWO anatomically normal adult hands holding one landscape matte comic proof sheet above a real warm oak desk. Image1 supplied is the original adult botanist and mint robot reference sheet; image2 is the COMPLETE original SIX-PANEL greenhouse comic. The held paper must have landscape 3:2 proportions so Image2 fits WITHOUT rearrangement. Put the exact complete Image2 sequence on the held sheet as THREE columns by TWO rows, with a clean ivory outer margin: upper row arrival, pot on bench, gloved seed close-up; lower row watering, seedling reaction, final greenhouse view. Preserve all six distinct scenes in that order; DO NOT repeat watering, remove seed, reformat into two columns, add text or combine panels. Keep the original adult's teal jacket, coral scarf, dark curly hair, sand trousers and original mint round robot. Hold the paper by its two lower blank outside corners only; all artwork corners remain visible and hands cover no panels. The source character-reference sheet from Image1 rests flat farther back on the desk, partly visible beside the held print. Only the printed artwork is ink/watercolor illustration; hands, table, thin paper grain and room are a convincing photograph. No visible faces, booklet, screen, logos, titles, numbers, writing, fake UI, metrics or product packaging. Natural skin/five fingers, coherent optical perspective, subtle paper flex, quiet soft daylight. The completed hand-held story takes 75 percent of frame. Fictional lifestyle presentation only, never a customer photograph or research result. Landscape 3:2.
查看完整作品研究方向
工作流背后的研究
让参考对应下一个镜头
研究会在相同故事条件下比较仅身份参考、强化面部参考和视角匹配参考集。
研究准备成本与复用
面向特定角色的训练和共享适配器在成本与限制上都不同。任何提出的优势都需要与参考驱动的基线方案对比。
研究方向
自适应参考选择
哪种身份、全身、服装或镜头视角参考更适合特定镜头？
我们会如何评估: 使用相同的故事和验收规则，对比固定参考集与镜头匹配集。
研究方向
身份适配器与角色 LoRA
在什么情况下，共享身份适配器或角色专属训练步骤能提升重复角色工作流？
我们会如何评估: 在选择方法前，先对比新姿势和新身份、准备时间、训练成本以及预期复用率。
了解边界
- 没有任何参考工作流能保证在每一种姿势或风格下都完全一致。
- 面向特定角色的训练和身份适配器在这里属于研究方向，并非承诺的账号功能。
这些问题参考了初步研究，但并不能证明 CyaniModel 的结果。
常见问题
我需要完整角色设定表吗？
先从后续镜头需要的信息开始。清晰的身份图和相关的身体或角度视图，往往比一张拥挤的参考表更有用。
角色换装后会发生什么变化？
先保留稳定的身份参考，再把新服装记录为独立外观状态，这样后续图片就能按正确服装对比。
这个方法适用于吉祥物或生物角色吗？
采用相同的规划方法，但要评估整体轮廓和独特结构。仅靠人脸识别并不适合作为所有角色的身份判断标准。
继续你的故事
创建可用的身份参考和可重复的审核标准。
继续在 LlamaGen 中查看可用工具、模型选择、账户要求和积分后再生成。