Add match_ensemble: multi-template consensus matching#393
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A button renders in several states (default/hover/pressed) but is one logical target; ab_locator picks one strategy and match_template(scales=) sweeps one template - neither fuses multiple references. Match each reference, cluster the hit centres, and accept only when >= min_votes agree within agree_px, returning the consensus point. Reuses visual_match.match_template + grounding_consensus; vote_centers is the pure voting core.
Up to standards ✅🟢 Issues
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| Metric | Results |
|---|---|
| Complexity | 15 |
| Duplication | 0 |
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摘要
新增
match_ensemble/vote_centers— 把同一目標的多個參考裁切投票成單一可信位置。一個按鈕常以多種狀態呈現(預設/懸停/按下/停用)但是單一邏輯目標;ab_locatorA/B 測哪個單一策略勝出、match_template(scales=...)跨縮放掃一個模板——兩者都不把多參考融合成一次投票。本功能比對每個參考,聚類命中中心,只有在至少
min_votes個參考於agree_px內一致時才接受目標,回傳{point, votes, n_candidates, spread}——大幅減少換膚/動畫 UI 的誤判。投票核心vote_centers為純標準函式庫並重用grounding_consensus聚類(可無影像測試);只有match_ensemble呼叫visual_match.match_template(可於注入合成 haystack 測試)。Qt-free。五層
utils/match_ensemble/—match_ensemble、vote_centers。AC_match_ensemble+AC_vote_centers/ MCPac_match_ensemble+ac_vote_centers/ Script Builder(Image)。測試
test_match_ensemble_batch.py— vote_centers 多數一致 + votes/n、票數不足→None、空→None、注入 haystack 三參考共識、wiring + facade。6 passed。ruff / bandit / radon / float-scan / Qt-free 全乾淨。