在二次元創作的廣大社群中,「腳控」與「腿控」一直佔有重要且專業的一席之地。對於腳底的褶皺紋理、趾頭的排列美感,以及腿部在不同姿勢下的肌肉線條,愛好者們有著近乎苛求的審美標準。然而,肢體末端——特別是腳部與手指的處理,長期以來一直是 AI 繪圖模型的關鍵挑戰。即便是在 SDXL 時代,當我們嘗試要求模型生成特定的腳底特寫或複雜的抬舉動作時,依然不時會出現多趾、比例失調或肢體錯位等崩壞現象。本次測試我們利用最新的 Anima Preview 3 搭配自訓的「萌芽娘」LoRA 模型,試圖挑戰這個號稱擁有最強自然語言理解力的 2B 參數模型,能否在這些高難度領域交出令老司機們滿意的答卷。
為了測試 Anima Preview 3 的極限,我們特別設計了十組涵蓋「居家、床上、公園、沙灘」等不同場景的姿勢提示詞。這類姿勢最困難的地方在於「主客體的互動邏輯」:當角色用手去抓握自己的腳踝或小腿時,模型必須同時處理手部的精細抓握動作、腿部的拉伸透視,以及從低角度(Low Angle)看過去的腳掌比例。這對傳統標籤堆疊式的模型來說是非常容易出錯的重災區。而 Anima Preview 3 憑藉著 1024 解析度的原生訓練與強大的 Qwen-3 語言編碼器,理論上能更精確地理解「誰在抓誰」以及「從下方觀察」的空間關係。這不僅是美感的測試,更是模型邏輯穩定性的深度壓力測試。
本次實測採取了「五抽一」的嚴格篩選法:針對每一組姿勢,我們連續生成五張圖片,並從中選出肢體比例最穩定、手腳互動最自然的一張作為代表。透過實測可以發現,Anima 對於腳部細節與裸足的細節表現確實相當細膩,尤其是腳趾的形狀與足弓的曲線,在 Preview 3 中展現出了跨世代的純淨度。配合 LoRA 模型對角色特徵的鎖定,即便是如此高難度的肢體動作,模型依然能維持極高的成功率與一致性。接下來,就讓我們透過這十組實測圖,一同鑑賞 Anima 在肢體構造美學上的卓越表現。
生成圖片參數
疊代步數:30 步
輸出尺寸:1280 x 960 px(4:3)[原始檔案]
使用工具:ComfyUI、Anima Preview 3+自行訓練1000步之LoRA模型(不公開)
CFG Scale:4
採樣器:er_sde
基礎提示詞:newest, score_9, score_8, masterpiece, best quality, highres, safe, 1girl, (mnya_niang_a), long hair, blue hair, leaf hair ornament, leaf, ahoge, bangs, hair between eyes, green eyes, long sleeves, black sweater, cardigan, collared shirt, white shirt, shirt, blue skirt, pleated skirt, skirt, small breasts, breasts, [姿勢提示詞]. <lora:mnya_niang_a>

▲ 一、居家放鬆坐姿:萌芽娘在沙發或地板上輕鬆坐著,隨意地抬起一條腿並用手扶住,呈現出一種閒適的氛圍。
姿勢提示詞:A character sitting comfortably in a relaxed posture, lifting one leg naturally. The view is from a low angle, showing the bare sole clearly with balanced proportions. (from below, sitting, one leg up, holding leg, grab, barefoot, soles, bottom of feet, toes)

▲ 二、早晨床上的伸展:萌芽娘仰臥在柔軟的床上,雙腿自然向上併攏或微開,雙手輕輕抓握腳踝,像是在做晨間伸展。
姿勢提示詞:A character lying on their back on a soft surface, lifting both legs upward. The perspective is from a gentle low angle, showcasing the soles of the feet in a natural way. (from below, lying on back, legs up, barefoot, soles, bottom of feet, toes, holding ankles, grabbing feet)

▲ 三、公園草地的午後:萌芽娘坐在戶外草地上,一隻手撐地,另一隻手抓住抬起的腿部。
姿勢提示詞:A character sitting on the grass, lifting one leg and holding it with one hand. A low-angle shot that captures the natural shape of the foot and toes without exaggeration. (from below, sitting, one leg up, barefoot, soles, bottom of feet, toes, grabbing leg, outdoor)

▲ 四、柔軟的靜態平衡:萌芽娘呈 V 字坐姿平衡,雙腿抬起呈自然角度,手部抓握腿部,展現身體的柔韌性。
姿勢提示詞:A character balancing in a seated V-position, legs raised naturally. The view from below provides a clear and proportional look at the bottom of the feet. (from below, sitting, legs up, barefoot, soles, bottom of feet, toes, holding legs, grab, balancing)

▲ 五、側臥的小腿抓握:萌芽娘側臥,將上方的腿部抬起並用手抓握。
姿勢提示詞:A character lying on their side, lifting the top leg and holding the ankle. A low perspective that shows the sole of the raised foot in a realistic scale. (from below, lying on side, one leg up, raised leg, barefoot, soles, bottom of feet, toes, holding leg)

▲ 六、椅上的隨興片刻:萌芽娘坐在椅子上,自然地將一條腿抬起並抓握腿部。
姿勢提示詞:A character sitting on a chair, casually lifting one leg to hold their ankle. The camera is at a natural low angle, capturing the bare foot and leg in realistic, balanced proportions. (from bottom, sitting, sitting on chair, one leg up, holding leg, grab, barefoot, soles, bottom of feet, toes, realistic proportions)

▲ 七、地毯上的輕柔拉伸:萌芽娘仰臥在柔軟的床鋪上,輕輕將一條腿舉起並用手撐住。
姿勢提示詞:A character lying flat on a soft surface, lifting one leg at a gentle angle and supporting it with their hand. The perspective is a soft low angle, showing the sole clearly with natural proportions. (from below, lying on back, one leg up, holding leg, grab, barefoot, soles, bottom of feet, toes, natural proportions)

▲ 八、沙灘上的足部特寫:萌芽娘坐在沙灘上,雙腿抬起避開沙子,手抓腳部。
姿勢提示詞:A character sitting on the sand, lifting their legs up. The view from a low angle shows the soles of the feet clearly and proportionally against a bright background. (from below, sitting, legs up, barefoot, soles, bottom of feet, toes, grabbing ankles)

▲ 九、仰臥的膝蓋環抱:萌芽娘仰臥,雙腿彎曲並向上抬起,手部環抱膝蓋或腿部,露出乾淨、自然的腳底。
姿勢提示詞:A character lying on their back, hugging their knees or lifting legs slightly. A low-angle view that focuses on the natural curves of the feet and soles. (from below, lying on back, legs up, bent legs, barefoot, soles, bottom of feet, toes, holding legs)

▲ 十、窗邊的單腿抬舉:萌芽娘坐在窗台邊,單腿抬起靠在窗框,自然光從側面照射,腳底呈現寫實的層次感。
姿勢提示詞:A character sitting by a window, lifting one leg and holding it. The low perspective shows the foot and sole in a natural, un-distorted manner. (from below, sitting, one leg up, barefoot, soles, bottom of feet, toes, grabbing leg, natural lighting)
《上一篇》【Fotopro】時尚隨身輕便旅行小腳架 數位相機/手機專用三腳架 (MS-4K) 









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