{ "_meta": { "tokens": { "S": { "name_zh": "主體 Subject", "name_en": "Subject", "question_zh": "拍什麼", "n": 10 }, "C": { "name_zh": "構圖 Composition", "name_en": "Composition", "question_zh": "怎麼擺", "n": 22 }, "A": { "name_zh": "美學 Aesthetics", "name_en": "Aesthetics", "question_zh": "美不美", "n": 8 }, "I": { "name_zh": "場景完整性 Integrity", "name_en": "Integrity", "question_zh": "切到誰", "n": 20 } }, "note": "feature -> token assignment with hand-polished zh/en phrasings." }, "features": { "vmix_max": { "token": "S", "zh": "視線最先落點的強度", "en": "strength of where the eye lands first" }, "v1_max": { "token": "S", "zh": "主視覺焦點的強度", "en": "strength of the primary focal point" }, "v1_cov": { "token": "S", "zh": "主體在畫面中的視覺佔比", "en": "how much of the frame the subject commands" }, "inspy_capture": { "token": "S", "zh": "主體收進畫面的完整度", "en": "how fully the subject is kept in frame" }, "inspy_max": { "token": "S", "zh": "主體最顯眼處的強度", "en": "peak prominence of the subject" }, "subject_size_ratio": { "token": "S", "zh": "主體的景別大小", "en": "how large the subject sits in the frame" }, "sam_mask_area_ratio": { "token": "S", "zh": "主體佔畫面的面積比", "en": "the subject's share of the frame area" }, "sam_mask_centered_x": { "token": "S", "zh": "主體的水平位置", "en": "the subject's horizontal placement" }, "sam_mask_centered_y": { "token": "S", "zh": "主體的垂直位置", "en": "the subject's vertical placement" }, "sam_mask_vs_inspy_iou": { "token": "S", "zh": "兩套主體判讀的一致程度", "en": "agreement between two subject readings" }, "thirds_align": { "token": "C", "zh": "三分法對齊程度", "en": "rule-of-thirds alignment" }, "sym_v_diff": { "token": "C", "zh": "左右對稱感", "en": "left-right symmetry" }, "sym_diag_diff": { "token": "C", "zh": "對角線對稱感", "en": "diagonal symmetry" }, "tri_top_apex": { "token": "C", "zh": "上聚頂的三角構圖", "en": "upward-pointing triangular composition" }, "tri_bot_apex": { "token": "C", "zh": "下聚底的三角構圖", "en": "downward-pointing triangular composition" }, "visual_weight_x": { "token": "C", "zh": "左右視覺重量的平衡", "en": "left-right balance of visual weight" }, "visual_weight_y": { "token": "C", "zh": "上下視覺重量的平衡", "en": "top-bottom balance of visual weight" }, "ca_dist": { "token": "C", "zh": "主體偏離畫面中心的幅度", "en": "how far the subject sits from the frame center" }, "area_ratio": { "token": "C", "zh": "取景的鬆緊", "en": "how tight or loose the framing is" }, "log_aspect_diff": { "token": "C", "zh": "長寬比與指定比例的吻合", "en": "how well the aspect ratio matches the request" }, "sam_thirds_q_mean": { "token": "C", "zh": "各物件落在三分線上的平均程度", "en": "how consistently objects sit on the thirds lines" }, "sam_thirds_q_max": { "token": "C", "zh": "最貼三分線的物件對齊度", "en": "the strongest object-on-thirds alignment" }, "sam_thirds_vs_center": { "token": "C", "zh": "三分擺位相對置中擺位的傾向", "en": "lean toward thirds versus centered placement" }, "clip_sim_pro": { "token": "C", "zh": "與『專業構圖』的語義貼近度", "en": "closeness to a 'professional composition' cue" }, "clip_sim_balanced": { "token": "C", "zh": "與『平衡構圖』的語義貼近度", "en": "closeness to a 'balanced composition' cue" }, "clip_sim_leading": { "token": "C", "zh": "與『引導線構圖』的語義貼近度", "en": "closeness to a 'leading lines' cue" }, "clip_sim_thirds": { "token": "C", "zh": "與『三分法構圖』的語義貼近度", "en": "closeness to a 'rule of thirds' cue" }, "clip_sim_symmetric": { "token": "C", "zh": "與『對稱構圖』的語義貼近度", "en": "closeness to a 'symmetric composition' cue" }, "clip_sim_negspace": { "token": "C", "zh": "與『留白構圖』的語義貼近度", "en": "closeness to a 'negative space' cue" }, "clip_sim_centered": { "token": "C", "zh": "與『置中構圖』的語義貼近度", "en": "closeness to a 'centered composition' cue" }, "clip_sim_dynamic": { "token": "C", "zh": "與『動態構圖』的語義貼近度", "en": "closeness to a 'dynamic composition' cue" }, "clip_max_sim": { "token": "C", "zh": "最貼近的構圖法則強度", "en": "strength of the best-matching composition rule" }, "laion_score": { "token": "A", "zh": "大眾審美評分", "en": "crowd-taste aesthetic score" }, "laion_pi_minmax": { "token": "A", "zh": "候選池內的美感排名", "en": "aesthetic ranking within the candidate pool" }, "fgaesq_score": { "token": "A", "zh": "專業級細粒度美學評分", "en": "expert fine-grained aesthetic score" }, "color_sat_mean": { "token": "A", "zh": "整體色彩飽和度", "en": "overall color saturation" }, "sam_fg_bg_sat_diff": { "token": "A", "zh": "主體與背景的飽和度落差", "en": "saturation contrast between subject and background" }, "sam_fg_bg_val_diff": { "token": "A", "zh": "主體與背景的明暗落差", "en": "brightness contrast between subject and background" }, "sam_fg_bg_lab_dist": { "token": "A", "zh": "主體從背景跳出的色彩對比", "en": "how strongly the subject pops in color from the background" }, "sam_fg_var": { "token": "A", "zh": "主體區域的色彩豐富度", "en": "color richness within the subject" }, "sam_emb_norm": { "token": "I", "zh": "框內的資訊量", "en": "amount of visual information inside the crop" }, "sam_emb_var": { "token": "I", "zh": "框內資訊的變化度", "en": "variation of information inside the crop" }, "sam_emb_kurt": { "token": "I", "zh": "框內資訊的集中度", "en": "how concentrated the information is inside the crop" }, "sam_cand_norm_mean": { "token": "I", "zh": "框內物件訊號的平均強度", "en": "average object signal inside the crop" }, "sam_cand_norm_max": { "token": "I", "zh": "框內最強的物件訊號", "en": "strongest object signal inside the crop" }, "sam_cand_norm_std": { "token": "I", "zh": "框內物件訊號的起伏", "en": "spread of object signal inside the crop" }, "sam_cand_to_outside_ratio": { "token": "I", "zh": "框內外資訊對比(切掉了多少)", "en": "inside-vs-outside information contrast (how much was cut)" }, "sam_image_total_norm": { "token": "I", "zh": "整張原圖的資訊量基準", "en": "the whole image's information baseline" }, "sam_cos_to_image": { "token": "I", "zh": "景別的遠近(特寫↔全景)", "en": "shot scale from close-up to full view" }, "sam_obj_count_in_cand": { "token": "I", "zh": "框內的物件數量", "en": "number of objects inside the crop" }, "sam_obj_top1_share": { "token": "I", "zh": "最大物件的佔比", "en": "the largest object's share" }, "sam_obj_top3_share": { "token": "I", "zh": "前三大物件的合計佔比", "en": "the top-three objects' combined share" }, "sam_obj_area_cv": { "token": "I", "zh": "物件之間的大小落差", "en": "size disparity among objects" }, "sam_dominant_ratio": { "token": "I", "zh": "主導物件的突出程度", "en": "how dominant the leading object is" }, "sam_mask_q_mean": { "token": "I", "zh": "物件輪廓的完整度(被切就下降)", "en": "how cleanly objects are contained (drops when cut)" }, "sam_mask_q_std": { "token": "I", "zh": "物件完整度的一致性", "en": "consistency of object containment" }, "sam_mask_q_margin": { "token": "I", "zh": "物件到框緣的安全餘裕(切殘檢查)", "en": "object margin to the frame edge (truncation check)" }, "sam_h_area_cv": { "token": "I", "zh": "前中後景的層次落差", "en": "size contrast across depth layers" }, "sam_h_iou_top12": { "token": "I", "zh": "主要場景層次之間的重疊", "en": "overlap between the main scene layers" }, "sam_h_cand_match_max": { "token": "I", "zh": "取景與場景層次結構的呼應", "en": "how well the crop echoes the scene's layered structure" } } }