角色參考工作流程
為多張圖片準備角色
為反覆出現嘅原創角色建立一個以參考為主嘅規劃。喺審視新姿勢同場景之前，先記錄身份、服裝同有用視角。
模型
呢個創作器會生成靜態圖片。漫畫同影片請繼續用連結工具；研究策略唔係可選生產模式。
圖片記錄
Google Vertex AI · gemini-3.1-flash-image · · 1280 × 859 px
原始生成提示詞
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.
查看完整作品規劃具體結果
一套原創植物學家參考圖
先規劃一組精簡參考，展示成年植物學家嘅面部、身體比例同工作服，再將角色用喺漫畫序列入面。
要準備啲乜
- 已獲授權嘅原創角色設計。
- 穩定身份備註同當前服裝描述。
圖片記錄
Google Vertex AI · gemini-3.1-flash-image · · 1280 × 859 px
原始生成提示詞
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.
查看完整作品令參考清晰可讀
優先保留能定義身份嘅清晰細節，唔好畀裝飾性背景搶走重點。
揀返實際用途嘅視圖
應加入計劃鏡頭所需嘅角度，而唔好以為收藏越大就一定越好。
檢查新姿勢
判斷一張新圖喺做緊同參考唔同嘅事時，仲可唔可以辨認。
參考組要有用，係因為佢可以幫助生成同審核下一個鏡頭，而唔只係張圖表面睇落靚。
一個實際可行嘅起點
揀定關鍵特徵
指出令原創角色可被辨認嘅少數特徵，包括輪廓同獨特細節。
記錄外觀版本
要將目前服裝同配件狀態，同身份分開。對預期改動要用清楚標籤。
試吓一個較細嘅鏡頭範圍
檢視特寫、全身視圖同另一角度。確認角色改變姿勢時會唔會失去身份特徵。
要檢查啲乜
圖片記錄
Google Vertex AI · gemini-3.1-flash-image · · 1280 × 859 px
原始生成提示詞
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
工作流程背後嘅研究
將參考對應下一鏡
研究喺相同故事條件下，比較只用身份、加強面部同視角匹配嘅參考組合。
研究準備成本同重用
針對角色嘅訓練同共享適配器有唔同成本同限制。任何所謂好處都要同以參考為主嘅基準比較。
研究方向
自適應參考選擇
邊種身份、全身、服裝或鏡頭視角參考，最有助某一個鏡頭？
我哋會點樣評估: 用相同故事同接受準則，去比較固定參考組同鏡頭對應組。
研究方向
身份適配器與角色 LoRA
喺咩情況下，共享身份 adapter 或角色專屬訓練步驟可以改善重複角色工作流程？
我哋會點樣評估: 揀方法之前，先比較新姿勢同身份、準備時間、訓練成本同預期重用率。
了解界線
- 冇任何參考工作流程可以保證每個姿勢同風格下身份都完全一致。
- 針對角色嘅訓練同身份適配器，喺呢度屬於研究方向，唔係承諾提供嘅帳戶功能。
初步研究只會為呢啲問題提供參考；並唔代表 CyaniModel 嘅結果。
常見問題
我需要完整角色設定表嗎？
先由下一批鏡頭需要嘅資訊開始。清晰身份圖同相關身體或角度視圖，往往比一張塞滿內容嘅參考表更有用。
角色換衫之後，有咩變化？
先保留穩定嘅身份參考，再將新服裝記錄為獨立外觀狀態，之後嘅圖片就可以同正確衣著比較。
呢個方法適唔適合吉祥物或者生物角色？
用同一套規劃方法，但要評估整體輪廓同獨特結構。單靠人臉辨識，並唔適合用嚟判斷每個角色嘅身份。
繼續你嘅故事
建立一個有用嘅身份參考，同一套可重複使用嘅審核標準。
繼續喺 LlamaGen 入面查看可用工具、模型選項、帳戶要求同積分，再進行生成。