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<meta name="description" content="Face-recognition pipeline for finding on-screen actor presence in film/TV, built on KPN++">
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<title>scene-actor-extraction</title>
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scene-actor-extraction
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dtourolle/scene-actor-extraction
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Rep4 Bake-off & Re-tune (full log)
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Optimizer Experiments (prior round)
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
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dtourolle/scene-actor-extraction
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|
||||||
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||||||
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||||||
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||||||
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
|
||||||
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||||||
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||||||
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|
||||||
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||||||
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|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
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|
||||||
|
|
||||||
|
Findings
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
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||||||
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||||||
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<span class="md-nav__icon md-icon"></span>
|
||||||
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</label>
|
||||||
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|
||||||
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
|
||||||
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<label class="md-nav__title" for="__nav_2">
|
||||||
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<span class="md-nav__icon md-icon"></span>
|
||||||
|
|
||||||
|
|
||||||
|
Findings
|
||||||
|
|
||||||
|
|
||||||
|
</label>
|
||||||
|
<ul class="md-nav__list" data-md-scrollfix>
|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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<li class="md-nav__item">
|
||||||
|
<a href="/best-model/" class="md-nav__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
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|
||||||
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|
||||||
|
Best Model
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
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||||||
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|
||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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<li class="md-nav__item">
|
||||||
|
<a href="/gallery-scope/" class="md-nav__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Gallery Scope (Full vs. Limited)
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
|
<li class="md-nav__item">
|
||||||
|
<a href="/pose-expansion/" class="md-nav__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Pose Expansion
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
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|
||||||
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|
||||||
|
</a>
|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-nav__item">
|
||||||
|
<a href="/lvface-deep-dive/" class="md-nav__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
LVFace Deep Dive
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
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|
||||||
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|
||||||
|
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|
||||||
|
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|
||||||
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|
||||||
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|
||||||
|
|
||||||
|
|
||||||
|
</ul>
|
||||||
|
</nav>
|
||||||
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|
||||||
|
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
|
|
||||||
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|
||||||
|
<li class="md-nav__item">
|
||||||
|
<a href="/rep4-optimizer-results/" class="md-nav__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Rep4 Bake-off & Re-tune (full log)
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
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|
||||||
|
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|
||||||
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|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-nav__item">
|
||||||
|
<a href="/optimizer-experiments/" class="md-nav__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Optimizer Experiments (prior round)
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</a>
|
||||||
|
</li>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-nav__item">
|
||||||
|
<a href="/service-conversion/" class="md-nav__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Service Conversion (proposal)
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</a>
|
||||||
|
</li>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</ul>
|
||||||
|
</nav>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
|
||||||
|
<div class="md-sidebar__scrollwrap">
|
||||||
|
<div class="md-sidebar__inner">
|
||||||
|
|
||||||
|
|
||||||
|
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</nav>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<div class="md-content" data-md-component="content">
|
||||||
|
|
||||||
|
<article class="md-content__inner md-typeset">
|
||||||
|
|
||||||
|
<h1>404 - Not found</h1>
|
||||||
|
|
||||||
|
</article>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
|
||||||
|
<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<button type="button" class="md-top md-icon" data-md-component="top" hidden>
|
||||||
|
|
||||||
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg>
|
||||||
|
Back to top
|
||||||
|
</button>
|
||||||
|
|
||||||
|
</main>
|
||||||
|
|
||||||
|
<footer class="md-footer">
|
||||||
|
|
||||||
|
<div class="md-footer-meta md-typeset">
|
||||||
|
<div class="md-footer-meta__inner md-grid">
|
||||||
|
<div class="md-copyright">
|
||||||
|
|
||||||
|
|
||||||
|
Made with
|
||||||
|
<a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
|
||||||
|
Material for MkDocs
|
||||||
|
</a>
|
||||||
|
|
||||||
|
</div>
|
||||||
|
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</footer>
|
||||||
|
|
||||||
|
</div>
|
||||||
|
<div class="md-dialog" data-md-component="dialog">
|
||||||
|
<div class="md-dialog__inner md-typeset"></div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<script id="__config" type="application/json">{"annotate": null, "base": "/", "features": ["navigation.tabs", "navigation.sections", "navigation.top", "content.code.copy", "content.code.annotate"], "search": "/assets/javascripts/workers/search.2c215733.min.js", "tags": null, "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": null}</script>
|
||||||
|
|
||||||
|
|
||||||
|
<script src="/assets/javascripts/bundle.d7400e89.min.js"></script>
|
||||||
|
|
||||||
|
|
||||||
|
</body>
|
||||||
|
</html>
|
||||||
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|
|||||||
|
/*!
|
||||||
|
* Lunr languages, `Danish` language
|
||||||
|
* https://github.com/MihaiValentin/lunr-languages
|
||||||
|
*
|
||||||
|
* Copyright 2014, Mihai Valentin
|
||||||
|
* http://www.mozilla.org/MPL/
|
||||||
|
*/
|
||||||
|
/*!
|
||||||
|
* based on
|
||||||
|
* Snowball JavaScript Library v0.3
|
||||||
|
* http://code.google.com/p/urim/
|
||||||
|
* http://snowball.tartarus.org/
|
||||||
|
*
|
||||||
|
* Copyright 2010, Oleg Mazko
|
||||||
|
* http://www.mozilla.org/MPL/
|
||||||
|
*/
|
||||||
|
|
||||||
|
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|
||||||
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|
|||||||
|
!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hi=function(){this.pipeline.reset(),this.pipeline.add(e.hi.trimmer,e.hi.stopWordFilter,e.hi.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.hi.stemmer))},e.hi.wordCharacters="ऀ-ःऄ-एऐ-टठ-यर-िी-ॏॐ-य़ॠ-९॰-ॿa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.hi.trimmer=e.trimmerSupport.generateTrimmer(e.hi.wordCharacters),e.Pipeline.registerFunction(e.hi.trimmer,"trimmer-hi"),e.hi.stopWordFilter=e.generateStopWordFilter("अत अपना अपनी अपने अभी अंदर आदि आप इत्यादि इन इनका इन्हीं इन्हें इन्हों इस इसका इसकी इसके इसमें इसी इसे उन उनका उनकी उनके उनको उन्हीं उन्हें उन्हों उस उसके उसी उसे एक एवं एस ऐसे और कई कर करता करते करना करने करें कहते कहा का काफ़ी कि कितना किन्हें किन्हों किया किर किस किसी किसे की कुछ कुल के को कोई कौन कौनसा गया घर जब जहाँ जा जितना जिन जिन्हें जिन्हों जिस जिसे जीधर जैसा जैसे जो तक तब तरह तिन तिन्हें तिन्हों तिस तिसे तो था थी थे दबारा दिया दुसरा दूसरे दो द्वारा न नके नहीं ना निहायत नीचे ने पर पहले पूरा पे फिर बनी बही बहुत बाद बाला बिलकुल भी भीतर मगर मानो मे में यदि यह यहाँ यही या यिह ये रखें रहा रहे ऱ्वासा लिए लिये लेकिन व वग़ैरह वर्ग वह वहाँ वहीं वाले वुह वे वो सकता सकते सबसे सभी साथ साबुत साभ सारा से सो संग ही हुआ हुई हुए है हैं हो होता होती होते होना होने".split(" ")),e.hi.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.hi.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var t=i.toString().toLowerCase().replace(/^\s+/,"");return r.cut(t).split("|")},e.Pipeline.registerFunction(e.hi.stemmer,"stemmer-hi"),e.Pipeline.registerFunction(e.hi.stopWordFilter,"stopWordFilter-hi")}});
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!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hy=function(){this.pipeline.reset(),this.pipeline.add(e.hy.trimmer,e.hy.stopWordFilter)},e.hy.wordCharacters="[A-Za-z-֏ff-ﭏ]",e.hy.trimmer=e.trimmerSupport.generateTrimmer(e.hy.wordCharacters),e.Pipeline.registerFunction(e.hy.trimmer,"trimmer-hy"),e.hy.stopWordFilter=e.generateStopWordFilter("դու և եք էիր էիք հետո նաև նրանք որը վրա է որ պիտի են այս մեջ ն իր ու ի այդ որոնք այն կամ էր մի ես համար այլ իսկ էին ենք հետ ին թ էինք մենք նրա նա դուք եմ էի ըստ որպես ում".split(" ")),e.Pipeline.registerFunction(e.hy.stopWordFilter,"stopWordFilter-hy"),e.hy.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}(),e.Pipeline.registerFunction(e.hy.stemmer,"stemmer-hy")}});
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!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.ja=function(){this.pipeline.reset(),this.pipeline.add(e.ja.trimmer,e.ja.stopWordFilter,e.ja.stemmer),r?this.tokenizer=e.ja.tokenizer:(e.tokenizer&&(e.tokenizer=e.ja.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.ja.tokenizer))};var t=new e.TinySegmenter;e.ja.tokenizer=function(i){var n,o,s,p,a,u,m,l,c,f;if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t.toLowerCase()):t.toLowerCase()});for(o=i.toString().toLowerCase().replace(/^\s+/,""),n=o.length-1;n>=0;n--)if(/\S/.test(o.charAt(n))){o=o.substring(0,n+1);break}for(a=[],s=o.length,c=0,l=0;c<=s;c++)if(u=o.charAt(c),m=c-l,u.match(/\s/)||c==s){if(m>0)for(p=t.segment(o.slice(l,c)).filter(function(e){return!!e}),f=l,n=0;n<p.length;n++)r?a.push(new e.Token(p[n],{position:[f,p[n].length],index:a.length})):a.push(p[n]),f+=p[n].length;l=c+1}return a},e.ja.stemmer=function(){return function(e){return e}}(),e.Pipeline.registerFunction(e.ja.stemmer,"stemmer-ja"),e.ja.wordCharacters="一二三四五六七八九十百千万億兆一-龠々〆ヵヶぁ-んァ-ヴーｱ-ﾝﾞa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ja.trimmer=e.trimmerSupport.generateTrimmer(e.ja.wordCharacters),e.Pipeline.registerFunction(e.ja.trimmer,"trimmer-ja"),e.ja.stopWordFilter=e.generateStopWordFilter("これ それ あれ この その あの ここ そこ あそこ こちら どこ だれ なに なん 何 私 貴方 貴方方 我々 私達 あの人 あのかた 彼女 彼 です あります おります います は が の に を で え から まで より も どの と し それで しかし".split(" ")),e.Pipeline.registerFunction(e.ja.stopWordFilter,"stopWordFilter-ja"),e.jp=e.ja,e.Pipeline.registerFunction(e.jp.stemmer,"stemmer-jp"),e.Pipeline.registerFunction(e.jp.trimmer,"trimmer-jp"),e.Pipeline.registerFunction(e.jp.stopWordFilter,"stopWordFilter-jp")}});
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module.exports=require("./lunr.ja");
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!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.kn=function(){this.pipeline.reset(),this.pipeline.add(e.kn.trimmer,e.kn.stopWordFilter,e.kn.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.kn.stemmer))},e.kn.wordCharacters="ಀ-಄ಅ-ಔಕ-ಹಾ-ೌ಼-ಽೕ-ೖೝ-ೞೠ-ೡೢ-ೣ೦-೯ೱ-ೳ",e.kn.trimmer=e.trimmerSupport.generateTrimmer(e.kn.wordCharacters),e.Pipeline.registerFunction(e.kn.trimmer,"trimmer-kn"),e.kn.stopWordFilter=e.generateStopWordFilter("ಮತ್ತು ಈ ಒಂದು ರಲ್ಲಿ ಹಾಗೂ ಎಂದು ಅಥವಾ ಇದು ರ ಅವರು ಎಂಬ ಮೇಲೆ ಅವರ ತನ್ನ ಆದರೆ ತಮ್ಮ ನಂತರ ಮೂಲಕ ಹೆಚ್ಚು ನ ಆ ಕೆಲವು ಅನೇಕ ಎರಡು ಹಾಗು ಪ್ರಮುಖ ಇದನ್ನು ಇದರ ಸುಮಾರು ಅದರ ಅದು ಮೊದಲ ಬಗ್ಗೆ ನಲ್ಲಿ ರಂದು ಇತರ ಅತ್ಯಂತ ಹೆಚ್ಚಿನ ಸಹ ಸಾಮಾನ್ಯವಾಗಿ ನೇ ಹಲವಾರು ಹೊಸ ದಿ ಕಡಿಮೆ ಯಾವುದೇ ಹೊಂದಿದೆ ದೊಡ್ಡ ಅನ್ನು ಇವರು ಪ್ರಕಾರ ಇದೆ ಮಾತ್ರ ಕೂಡ ಇಲ್ಲಿ ಎಲ್ಲಾ ವಿವಿಧ ಅದನ್ನು ಹಲವು ರಿಂದ ಕೇವಲ ದ ದಕ್ಷಿಣ ಗೆ ಅವನ ಅತಿ ನೆಯ ಬಹಳ ಕೆಲಸ ಎಲ್ಲ ಪ್ರತಿ ಇತ್ಯಾದಿ ಇವು ಬೇರೆ ಹೀಗೆ ನಡುವೆ ಇದಕ್ಕೆ ಎಸ್ ಇವರ ಮೊದಲು ಶ್ರೀ ಮಾಡುವ ಇದರಲ್ಲಿ ರೀತಿಯ ಮಾಡಿದ ಕಾಲ ಅಲ್ಲಿ ಮಾಡಲು ಅದೇ ಈಗ ಅವು ಗಳು ಎ ಎಂಬುದು ಅವನು ಅಂದರೆ ಅವರಿಗೆ ಇರುವ ವಿಶೇಷ ಮುಂದೆ ಅವುಗಳ ಮುಂತಾದ ಮೂಲ ಬಿ ಮೀ ಒಂದೇ ಇನ್ನೂ ಹೆಚ್ಚಾಗಿ ಮಾಡಿ ಅವರನ್ನು ಇದೇ ಯ ರೀತಿಯಲ್ಲಿ ಜೊತೆ ಅದರಲ್ಲಿ ಮಾಡಿದರು ನಡೆದ ಆಗ ಮತ್ತೆ ಪೂರ್ವ ಆತ ಬಂದ ಯಾವ ಒಟ್ಟು ಇತರೆ ಹಿಂದೆ ಪ್ರಮಾಣದ ಗಳನ್ನು ಕುರಿತು ಯು ಆದ್ದರಿಂದ ಅಲ್ಲದೆ ನಗರದ ಮೇಲಿನ ಏಕೆಂದರೆ ರಷ್ಟು ಎಂಬುದನ್ನು ಬಾರಿ ಎಂದರೆ ಹಿಂದಿನ ಆದರೂ ಆದ ಸಂಬಂಧಿಸಿದ ಮತ್ತೊಂದು ಸಿ ಆತನ ".split(" ")),e.kn.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.kn.tokenizer=function(t){if(!arguments.length||null==t||void 0==t)return[];if(Array.isArray(t))return t.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var n=t.toString().toLowerCase().replace(/^\s+/,"");return r.cut(n).split("|")},e.Pipeline.registerFunction(e.kn.stemmer,"stemmer-kn"),e.Pipeline.registerFunction(e.kn.stopWordFilter,"stopWordFilter-kn")}});
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!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){e.multiLanguage=function(){for(var t=Array.prototype.slice.call(arguments),i=t.join("-"),r="",n=[],s=[],p=0;p<t.length;++p)"en"==t[p]?(r+="\\w",n.unshift(e.stopWordFilter),n.push(e.stemmer),s.push(e.stemmer)):(r+=e[t[p]].wordCharacters,e[t[p]].stopWordFilter&&n.unshift(e[t[p]].stopWordFilter),e[t[p]].stemmer&&(n.push(e[t[p]].stemmer),s.push(e[t[p]].stemmer)));var o=e.trimmerSupport.generateTrimmer(r);return e.Pipeline.registerFunction(o,"lunr-multi-trimmer-"+i),n.unshift(o),function(){this.pipeline.reset(),this.pipeline.add.apply(this.pipeline,n),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add.apply(this.searchPipeline,s))}}}});
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/*!
|
||||||
|
* Lunr languages, `Norwegian` language
|
||||||
|
* https://github.com/MihaiValentin/lunr-languages
|
||||||
|
*
|
||||||
|
* Copyright 2014, Mihai Valentin
|
||||||
|
* http://www.mozilla.org/MPL/
|
||||||
|
*/
|
||||||
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/*!
|
||||||
|
* based on
|
||||||
|
* Snowball JavaScript Library v0.3
|
||||||
|
* http://code.google.com/p/urim/
|
||||||
|
* http://snowball.tartarus.org/
|
||||||
|
*
|
||||||
|
* Copyright 2010, Oleg Mazko
|
||||||
|
* http://www.mozilla.org/MPL/
|
||||||
|
*/
|
||||||
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|
!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.no=function(){this.pipeline.reset(),this.pipeline.add(e.no.trimmer,e.no.stopWordFilter,e.no.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.no.stemmer))},e.no.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.no.trimmer=e.trimmerSupport.generateTrimmer(e.no.wordCharacters),e.Pipeline.registerFunction(e.no.trimmer,"trimmer-no"),e.no.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(){var e,r=w.cursor+3;if(a=w.limit,0<=r||r<=w.limit){for(s=r;;){if(e=w.cursor,w.in_grouping(d,97,248)){w.cursor=e;break}if(e>=w.limit)return;w.cursor=e+1}for(;!w.out_grouping(d,97,248);){if(w.cursor>=w.limit)return;w.cursor++}a=w.cursor,a<s&&(a=s)}}function i(){var e,r,n;if(w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,e=w.find_among_b(m,29),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:n=w.limit-w.cursor,w.in_grouping_b(c,98,122)?w.slice_del():(w.cursor=w.limit-n,w.eq_s_b(1,"k")&&w.out_grouping_b(d,97,248)&&w.slice_del());break;case 3:w.slice_from("er")}}function t(){var e,r=w.limit-w.cursor;w.cursor>=a&&(e=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,w.find_among_b(u,2)?(w.bra=w.cursor,w.limit_backward=e,w.cursor=w.limit-r,w.cursor>w.limit_backward&&(w.cursor--,w.bra=w.cursor,w.slice_del())):w.limit_backward=e)}function o(){var e,r;w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,e=w.find_among_b(l,11),e?(w.bra=w.cursor,w.limit_backward=r,1==e&&w.slice_del()):w.limit_backward=r)}var s,a,m=[new r("a",-1,1),new r("e",-1,1),new r("ede",1,1),new r("ande",1,1),new r("ende",1,1),new r("ane",1,1),new r("ene",1,1),new r("hetene",6,1),new r("erte",1,3),new r("en",-1,1),new r("heten",9,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",12,1),new r("s",-1,2),new r("as",14,1),new r("es",14,1),new r("edes",16,1),new r("endes",16,1),new r("enes",16,1),new r("hetenes",19,1),new r("ens",14,1),new r("hetens",21,1),new r("ers",14,1),new r("ets",14,1),new r("et",-1,1),new r("het",25,1),new r("ert",-1,3),new r("ast",-1,1)],u=[new r("dt",-1,-1),new r("vt",-1,-1)],l=[new r("leg",-1,1),new r("eleg",0,1),new r("ig",-1,1),new r("eig",2,1),new r("lig",2,1),new r("elig",4,1),new r("els",-1,1),new r("lov",-1,1),new r("elov",7,1),new r("slov",7,1),new r("hetslov",9,1)],d=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],c=[119,125,149,1],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,i(),w.cursor=w.limit,t(),w.cursor=w.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.no.stemmer,"stemmer-no"),e.no.stopWordFilter=e.generateStopWordFilter("alle at av bare begge ble blei bli blir blitt både båe da de deg dei deim deira deires dem den denne der dere deres det dette di din disse ditt du dykk dykkar då eg ein eit eitt eller elles en enn er et ett etter for fordi fra før ha hadde han hans har hennar henne hennes her hjå ho hoe honom hoss hossen hun hva hvem hver hvilke hvilken hvis hvor hvordan hvorfor i ikke ikkje ikkje ingen ingi inkje inn inni ja jeg kan kom korleis korso kun kunne kva kvar kvarhelst kven kvi kvifor man mange me med medan meg meget mellom men mi min mine mitt mot mykje ned no noe noen noka noko nokon nokor nokre nå når og også om opp oss over på samme seg selv si si sia sidan siden sin sine sitt sjøl skal skulle slik so som som somme somt så sånn til um upp ut uten var vart varte ved vere verte vi vil ville vore vors vort vår være være vært å".split(" ")),e.Pipeline.registerFunction(e.no.stopWordFilter,"stopWordFilter-no")}});
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|||||||
|
!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.sa=function(){this.pipeline.reset(),this.pipeline.add(e.sa.trimmer,e.sa.stopWordFilter,e.sa.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sa.stemmer))},e.sa.wordCharacters="ऀ-ःऄ-एऐ-टठ-यर-िी-ॏॐ-य़ॠ-९॰-ॿ꣠-꣱ꣲ-ꣷ꣸-ꣻ꣼-ꣽꣾ-ꣿᆰ0-ᆰ9",e.sa.trimmer=e.trimmerSupport.generateTrimmer(e.sa.wordCharacters),e.Pipeline.registerFunction(e.sa.trimmer,"trimmer-sa"),e.sa.stopWordFilter=e.generateStopWordFilter('तथा अयम् एकम् इत्यस्मिन् तथा तत् वा अयम् इत्यस्य ते आहूत उपरि तेषाम् किन्तु तेषाम् तदा इत्यनेन अधिकः इत्यस्य तत् केचन बहवः द्वि तथा महत्वपूर्णः अयम् अस्य विषये अयं अस्ति तत् प्रथमः विषये इत्युपरि इत्युपरि इतर अधिकतमः अधिकः अपि सामान्यतया ठ इतरेतर नूतनम् द न्यूनम् कश्चित् वा विशालः द सः अस्ति तदनुसारम् तत्र अस्ति केवलम् अपि अत्र सर्वे विविधाः तत् बहवः यतः इदानीम् द दक्षिण इत्यस्मै तस्य उपरि नथ अतीव कार्यम् सर्वे एकैकम् इत्यादि। एते सन्ति उत इत्थम् मध्ये एतदर्थं . स कस्य प्रथमः श्री. करोति अस्मिन् प्रकारः निर्मिता कालः तत्र कर्तुं समान अधुना ते सन्ति स एकः अस्ति सः अर्थात् तेषां कृते . स्थितम् विशेषः अग्रिम तेषाम् समान स्रोतः ख म समान इदानीमपि अधिकतया करोतु ते समान इत्यस्य वीथी सह यस्मिन् कृतवान् धृतः तदा पुनः पूर्वं सः आगतः किम् कुल इतर पुरा मात्रा स विषये उ अतएव अपि नगरस्य उपरि यतः प्रतिशतं कतरः कालः साधनानि भूत तथापि जात सम्बन्धि अन्यत् ग अतः अस्माकं स्वकीयाः अस्माकं इदानीं अन्तः इत्यादयः भवन्तः इत्यादयः एते एताः तस्य अस्य इदम् एते तेषां तेषां तेषां तान् तेषां तेषां तेषां समानः सः एकः च तादृशाः बहवः अन्ये च वदन्ति यत् कियत् कस्मै कस्मै यस्मै यस्मै यस्मै यस्मै न अतिनीचः किन्तु प्रथमं सम्पूर्णतया ततः चिरकालानन्तरं पुस्तकं सम्पूर्णतया अन्तः किन्तु अत्र वा इह इव श्रद्धाय अवशिष्यते परन्तु अन्ये वर्गाः सन्ति ते सन्ति शक्नुवन्ति सर्वे मिलित्वा सर्वे एकत्र"'.split(" ")),e.sa.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.sa.tokenizer=function(t){if(!arguments.length||null==t||void 0==t)return[];if(Array.isArray(t))return t.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var i=t.toString().toLowerCase().replace(/^\s+/,"");return r.cut(i).split("|")},e.Pipeline.registerFunction(e.sa.stemmer,"stemmer-sa"),e.Pipeline.registerFunction(e.sa.stopWordFilter,"stopWordFilter-sa")}});
|
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|
!function(r,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(r.lunr)}(this,function(){return function(r){r.stemmerSupport={Among:function(r,t,i,s){if(this.toCharArray=function(r){for(var t=r.length,i=new Array(t),s=0;s<t;s++)i[s]=r.charCodeAt(s);return i},!r&&""!=r||!t&&0!=t||!i)throw"Bad Among initialisation: s:"+r+", substring_i: "+t+", result: "+i;this.s_size=r.length,this.s=this.toCharArray(r),this.substring_i=t,this.result=i,this.method=s},SnowballProgram:function(){var r;return{bra:0,ket:0,limit:0,cursor:0,limit_backward:0,setCurrent:function(t){r=t,this.cursor=0,this.limit=t.length,this.limit_backward=0,this.bra=this.cursor,this.ket=this.limit},getCurrent:function(){var t=r;return r=null,t},in_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},in_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},out_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e>s||e<i)return this.cursor++,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},out_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e>s||e<i)return this.cursor--,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},eq_s:function(t,i){if(this.limit-this.cursor<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor+s)!=i.charCodeAt(s))return!1;return this.cursor+=t,!0},eq_s_b:function(t,i){if(this.cursor-this.limit_backward<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor-t+s)!=i.charCodeAt(s))return!1;return this.cursor-=t,!0},find_among:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=l;m<_.s_size;m++){if(n+l==u){f=-1;break}if(f=r.charCodeAt(n+l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n+_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n+_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},find_among_b:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit_backward,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=_.s_size-1-l;m>=0;m--){if(n-l==u){f=-1;break}if(f=r.charCodeAt(n-1-l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n-_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n-_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},replace_s:function(t,i,s){var e=s.length-(i-t),n=r.substring(0,t),u=r.substring(i);return r=n+s+u,this.limit+=e,this.cursor>=i?this.cursor+=e:this.cursor>t&&(this.cursor=t),e},slice_check:function(){if(this.bra<0||this.bra>this.ket||this.ket>this.limit||this.limit>r.length)throw"faulty slice operation"},slice_from:function(r){this.slice_check(),this.replace_s(this.bra,this.ket,r)},slice_del:function(){this.slice_from("")},insert:function(r,t,i){var s=this.replace_s(r,t,i);r<=this.bra&&(this.bra+=s),r<=this.ket&&(this.ket+=s)},slice_to:function(){return this.slice_check(),r.substring(this.bra,this.ket)},eq_v_b:function(r){return this.eq_s_b(r.length,r)}}}},r.trimmerSupport={generateTrimmer:function(r){var t=new RegExp("^[^"+r+"]+"),i=new RegExp("[^"+r+"]+$");return function(r){return"function"==typeof r.update?r.update(function(r){return r.replace(t,"").replace(i,"")}):r.replace(t,"").replace(i,"")}}}}});
|
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|
/*!
|
||||||
|
* Lunr languages, `Swedish` language
|
||||||
|
* https://github.com/MihaiValentin/lunr-languages
|
||||||
|
*
|
||||||
|
* Copyright 2014, Mihai Valentin
|
||||||
|
* http://www.mozilla.org/MPL/
|
||||||
|
*/
|
||||||
|
/*!
|
||||||
|
* based on
|
||||||
|
* Snowball JavaScript Library v0.3
|
||||||
|
* http://code.google.com/p/urim/
|
||||||
|
* http://snowball.tartarus.org/
|
||||||
|
*
|
||||||
|
* Copyright 2010, Oleg Mazko
|
||||||
|
* http://www.mozilla.org/MPL/
|
||||||
|
*/
|
||||||
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|
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|
!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.sv=function(){this.pipeline.reset(),this.pipeline.add(e.sv.trimmer,e.sv.stopWordFilter,e.sv.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sv.stemmer))},e.sv.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.sv.trimmer=e.trimmerSupport.generateTrimmer(e.sv.wordCharacters),e.Pipeline.registerFunction(e.sv.trimmer,"trimmer-sv"),e.sv.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,t=new function(){function e(){var e,r=w.cursor+3;if(o=w.limit,0<=r||r<=w.limit){for(a=r;;){if(e=w.cursor,w.in_grouping(l,97,246)){w.cursor=e;break}if(w.cursor=e,w.cursor>=w.limit)return;w.cursor++}for(;!w.out_grouping(l,97,246);){if(w.cursor>=w.limit)return;w.cursor++}o=w.cursor,o<a&&(o=a)}}function t(){var e,r=w.limit_backward;if(w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(u,37),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.in_grouping_b(d,98,121)&&w.slice_del()}}function i(){var e=w.limit_backward;w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.find_among_b(c,7)&&(w.cursor=w.limit,w.ket=w.cursor,w.cursor>w.limit_backward&&(w.bra=--w.cursor,w.slice_del())),w.limit_backward=e)}function s(){var e,r;if(w.cursor>=o){if(r=w.limit_backward,w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(m,5))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.slice_from("lös");break;case 3:w.slice_from("full")}w.limit_backward=r}}var a,o,u=[new r("a",-1,1),new r("arna",0,1),new r("erna",0,1),new r("heterna",2,1),new r("orna",0,1),new r("ad",-1,1),new r("e",-1,1),new r("ade",6,1),new r("ande",6,1),new r("arne",6,1),new r("are",6,1),new r("aste",6,1),new r("en",-1,1),new r("anden",12,1),new r("aren",12,1),new r("heten",12,1),new r("ern",-1,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",18,1),new r("or",-1,1),new r("s",-1,2),new r("as",21,1),new r("arnas",22,1),new r("ernas",22,1),new r("ornas",22,1),new r("es",21,1),new r("ades",26,1),new r("andes",26,1),new r("ens",21,1),new r("arens",29,1),new r("hetens",29,1),new r("erns",21,1),new r("at",-1,1),new r("andet",-1,1),new r("het",-1,1),new r("ast",-1,1)],c=[new r("dd",-1,-1),new r("gd",-1,-1),new r("nn",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1),new r("tt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("els",-1,1),new r("fullt",-1,3),new r("löst",-1,2)],l=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,24,0,32],d=[119,127,149],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,t(),w.cursor=w.limit,i(),w.cursor=w.limit,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return t.setCurrent(e),t.stem(),t.getCurrent()}):(t.setCurrent(e),t.stem(),t.getCurrent())}}(),e.Pipeline.registerFunction(e.sv.stemmer,"stemmer-sv"),e.sv.stopWordFilter=e.generateStopWordFilter("alla allt att av blev bli blir blivit de dem den denna deras dess dessa det detta dig din dina ditt du där då efter ej eller en er era ert ett från för ha hade han hans har henne hennes hon honom hur här i icke ingen inom inte jag ju kan kunde man med mellan men mig min mina mitt mot mycket ni nu när någon något några och om oss på samma sedan sig sin sina sitta själv skulle som så sådan sådana sådant till under upp ut utan vad var vara varför varit varje vars vart vem vi vid vilka vilkas vilken vilket vår våra vårt än är åt över".split(" ")),e.Pipeline.registerFunction(e.sv.stopWordFilter,"stopWordFilter-sv")}});
|
||||||
+1
@@ -0,0 +1 @@
|
|||||||
|
!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ta=function(){this.pipeline.reset(),this.pipeline.add(e.ta.trimmer,e.ta.stopWordFilter,e.ta.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.ta.stemmer))},e.ta.wordCharacters="-உஊ-ஏஐ-ஙச-ட-னப-யர-ஹ-ிீ-ொ-ௐ---௩௪-௯௰-௹௺-a-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ta.trimmer=e.trimmerSupport.generateTrimmer(e.ta.wordCharacters),e.Pipeline.registerFunction(e.ta.trimmer,"trimmer-ta"),e.ta.stopWordFilter=e.generateStopWordFilter("அங்கு அங்கே அது அதை அந்த அவர் அவர்கள் அவள் அவன் அவை ஆக ஆகவே ஆகையால் ஆதலால் ஆதலினால் ஆனாலும் ஆனால் இங்கு இங்கே இது இதை இந்த இப்படி இவர் இவர்கள் இவள் இவன் இவை இவ்வளவு உனக்கு உனது உன் உன்னால் எங்கு எங்கே எது எதை எந்த எப்படி எவர் எவர்கள் எவள் எவன் எவை எவ்வளவு எனக்கு எனது எனவே என் என்ன என்னால் ஏது ஏன் தனது தன்னால் தானே தான் நாங்கள் நாம் நான் நீ நீங்கள்".split(" ")),e.ta.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var t=e.wordcut;t.init(),e.ta.tokenizer=function(r){if(!arguments.length||null==r||void 0==r)return[];if(Array.isArray(r))return r.map(function(t){return isLunr2?new e.Token(t.toLowerCase()):t.toLowerCase()});var i=r.toString().toLowerCase().replace(/^\s+/,"");return t.cut(i).split("|")},e.Pipeline.registerFunction(e.ta.stemmer,"stemmer-ta"),e.Pipeline.registerFunction(e.ta.stopWordFilter,"stopWordFilter-ta")}});
|
||||||
+1
@@ -0,0 +1 @@
|
|||||||
|
!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.te=function(){this.pipeline.reset(),this.pipeline.add(e.te.trimmer,e.te.stopWordFilter,e.te.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.te.stemmer))},e.te.wordCharacters="ఀ-ఄఅ-ఔక-హా-ౌౕ-ౖౘ-ౚౠ-ౡౢ-ౣ౦-౯౸-౿఼ఽ్ౝ౷",e.te.trimmer=e.trimmerSupport.generateTrimmer(e.te.wordCharacters),e.Pipeline.registerFunction(e.te.trimmer,"trimmer-te"),e.te.stopWordFilter=e.generateStopWordFilter("అందరూ అందుబాటులో అడగండి అడగడం అడ్డంగా అనుగుణంగా అనుమతించు అనుమతిస్తుంది అయితే ఇప్పటికే ఉన్నారు ఎక్కడైనా ఎప్పుడు ఎవరైనా ఎవరో ఏ ఏదైనా ఏమైనప్పటికి ఒక ఒకరు కనిపిస్తాయి కాదు కూడా గా గురించి చుట్టూ చేయగలిగింది తగిన తర్వాత దాదాపు దూరంగా నిజంగా పై ప్రకారం ప్రక్కన మధ్య మరియు మరొక మళ్ళీ మాత్రమే మెచ్చుకో వద్ద వెంట వేరుగా వ్యతిరేకంగా సంబంధం".split(" ")),e.te.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var t=e.wordcut;t.init(),e.te.tokenizer=function(r){if(!arguments.length||null==r||void 0==r)return[];if(Array.isArray(r))return r.map(function(t){return isLunr2?new e.Token(t.toLowerCase()):t.toLowerCase()});var i=r.toString().toLowerCase().replace(/^\s+/,"");return t.cut(i).split("|")},e.Pipeline.registerFunction(e.te.stemmer,"stemmer-te"),e.Pipeline.registerFunction(e.te.stopWordFilter,"stopWordFilter-te")}});
|
||||||
+1
@@ -0,0 +1 @@
|
|||||||
|
!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.th=function(){this.pipeline.reset(),this.pipeline.add(e.th.trimmer),r?this.tokenizer=e.th.tokenizer:(e.tokenizer&&(e.tokenizer=e.th.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.th.tokenizer))},e.th.wordCharacters="[-]",e.th.trimmer=e.trimmerSupport.generateTrimmer(e.th.wordCharacters),e.Pipeline.registerFunction(e.th.trimmer,"trimmer-th");var t=e.wordcut;t.init(),e.th.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t):t});var n=i.toString().replace(/^\s+/,"");return t.cut(n).split("|")}}});
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!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.vi=function(){this.pipeline.reset(),this.pipeline.add(e.vi.stopWordFilter,e.vi.trimmer)},e.vi.wordCharacters="[A-Za-ẓ̀͐́͑̉̃̓ÂâÊêÔôĂ-ăĐ-đƠ-ơƯ-ư]",e.vi.trimmer=e.trimmerSupport.generateTrimmer(e.vi.wordCharacters),e.Pipeline.registerFunction(e.vi.trimmer,"trimmer-vi"),e.vi.stopWordFilter=e.generateStopWordFilter("là cái nhưng mà".split(" "))}});
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!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r(require("@node-rs/jieba")):r()(e.lunr)}(this,function(e){return function(r,t){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var i="2"==r.version[0];r.zh=function(){this.pipeline.reset(),this.pipeline.add(r.zh.trimmer,r.zh.stopWordFilter,r.zh.stemmer),i?this.tokenizer=r.zh.tokenizer:(r.tokenizer&&(r.tokenizer=r.zh.tokenizer),this.tokenizerFn&&(this.tokenizerFn=r.zh.tokenizer))},r.zh.tokenizer=function(n){if(!arguments.length||null==n||void 0==n)return[];if(Array.isArray(n))return n.map(function(e){return i?new r.Token(e.toLowerCase()):e.toLowerCase()});t&&e.load(t);var o=n.toString().trim().toLowerCase(),s=[];e.cut(o,!0).forEach(function(e){s=s.concat(e.split(" "))}),s=s.filter(function(e){return!!e});var u=0;return s.map(function(e,t){if(i){var n=o.indexOf(e,u),s={};return s.position=[n,e.length],s.index=t,u=n,new r.Token(e,s)}return e})},r.zh.wordCharacters="\\w一-龥",r.zh.trimmer=r.trimmerSupport.generateTrimmer(r.zh.wordCharacters),r.Pipeline.registerFunction(r.zh.trimmer,"trimmer-zh"),r.zh.stemmer=function(){return function(e){return e}}(),r.Pipeline.registerFunction(r.zh.stemmer,"stemmer-zh"),r.zh.stopWordFilter=r.generateStopWordFilter("的 一 不 在 人 有 是 为 為 以 于 於 上 他 而 后 後 之 来 來 及 了 因 下 可 到 由 这 這 与 與 也 此 但 并 並 个 個 其 已 无 無 小 我 们 們 起 最 再 今 去 好 只 又 或 很 亦 某 把 那 你 乃 它 吧 被 比 别 趁 当 當 从 從 得 打 凡 儿 兒 尔 爾 该 該 各 给 給 跟 和 何 还 還 即 几 幾 既 看 据 據 距 靠 啦 另 么 麽 每 嘛 拿 哪 您 凭 憑 且 却 卻 让 讓 仍 啥 如 若 使 谁 誰 虽 雖 随 隨 同 所 她 哇 嗡 往 些 向 沿 哟 喲 用 咱 则 則 怎 曾 至 致 着 著 诸 諸 自".split(" ")),r.Pipeline.registerFunction(r.zh.stopWordFilter,"stopWordFilter-zh")}});
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/**
|
||||||
|
* export the module via AMD, CommonJS or as a browser global
|
||||||
|
* Export code from https://github.com/umdjs/umd/blob/master/returnExports.js
|
||||||
|
*/
|
||||||
|
;(function (root, factory) {
|
||||||
|
if (typeof define === 'function' && define.amd) {
|
||||||
|
// AMD. Register as an anonymous module.
|
||||||
|
define(factory)
|
||||||
|
} else if (typeof exports === 'object') {
|
||||||
|
/**
|
||||||
|
* Node. Does not work with strict CommonJS, but
|
||||||
|
* only CommonJS-like environments that support module.exports,
|
||||||
|
* like Node.
|
||||||
|
*/
|
||||||
|
module.exports = factory()
|
||||||
|
} else {
|
||||||
|
// Browser globals (root is window)
|
||||||
|
factory()(root.lunr);
|
||||||
|
}
|
||||||
|
}(this, function () {
|
||||||
|
/**
|
||||||
|
* Just return a value to define the module export.
|
||||||
|
* This example returns an object, but the module
|
||||||
|
* can return a function as the exported value.
|
||||||
|
*/
|
||||||
|
|
||||||
|
return function(lunr) {
|
||||||
|
// TinySegmenter 0.1 -- Super compact Japanese tokenizer in Javascript
|
||||||
|
// (c) 2008 Taku Kudo <taku@chasen.org>
|
||||||
|
// TinySegmenter is freely distributable under the terms of a new BSD licence.
|
||||||
|
// For details, see http://chasen.org/~taku/software/TinySegmenter/LICENCE.txt
|
||||||
|
|
||||||
|
function TinySegmenter() {
|
||||||
|
var patterns = {
|
||||||
|
"[一二三四五六七八九十百千万億兆]":"M",
|
||||||
|
"[一-龠々〆ヵヶ]":"H",
|
||||||
|
"[ぁ-ん]":"I",
|
||||||
|
"[ァ-ヴーｱ-ﾝﾞｰ]":"K",
|
||||||
|
"[a-zA-Zａ-ｚＡ-Ｚ]":"A",
|
||||||
|
"[0-9０-９]":"N"
|
||||||
|
}
|
||||||
|
this.chartype_ = [];
|
||||||
|
for (var i in patterns) {
|
||||||
|
var regexp = new RegExp(i);
|
||||||
|
this.chartype_.push([regexp, patterns[i]]);
|
||||||
|
}
|
||||||
|
|
||||||
|
this.BIAS__ = -332
|
||||||
|
this.BC1__ = {"HH":6,"II":2461,"KH":406,"OH":-1378};
|
||||||
|
this.BC2__ = {"AA":-3267,"AI":2744,"AN":-878,"HH":-4070,"HM":-1711,"HN":4012,"HO":3761,"IA":1327,"IH":-1184,"II":-1332,"IK":1721,"IO":5492,"KI":3831,"KK":-8741,"MH":-3132,"MK":3334,"OO":-2920};
|
||||||
|
this.BC3__ = {"HH":996,"HI":626,"HK":-721,"HN":-1307,"HO":-836,"IH":-301,"KK":2762,"MK":1079,"MM":4034,"OA":-1652,"OH":266};
|
||||||
|
this.BP1__ = {"BB":295,"OB":304,"OO":-125,"UB":352};
|
||||||
|
this.BP2__ = {"BO":60,"OO":-1762};
|
||||||
|
this.BQ1__ = {"BHH":1150,"BHM":1521,"BII":-1158,"BIM":886,"BMH":1208,"BNH":449,"BOH":-91,"BOO":-2597,"OHI":451,"OIH":-296,"OKA":1851,"OKH":-1020,"OKK":904,"OOO":2965};
|
||||||
|
this.BQ2__ = {"BHH":118,"BHI":-1159,"BHM":466,"BIH":-919,"BKK":-1720,"BKO":864,"OHH":-1139,"OHM":-181,"OIH":153,"UHI":-1146};
|
||||||
|
this.BQ3__ = {"BHH":-792,"BHI":2664,"BII":-299,"BKI":419,"BMH":937,"BMM":8335,"BNN":998,"BOH":775,"OHH":2174,"OHM":439,"OII":280,"OKH":1798,"OKI":-793,"OKO":-2242,"OMH":-2402,"OOO":11699};
|
||||||
|
this.BQ4__ = {"BHH":-3895,"BIH":3761,"BII":-4654,"BIK":1348,"BKK":-1806,"BMI":-3385,"BOO":-12396,"OAH":926,"OHH":266,"OHK":-2036,"ONN":-973};
|
||||||
|
this.BW1__ = {",と":660,",同":727,"B1あ":1404,"B1同":542,"、と":660,"、同":727,"」と":1682,"あっ":1505,"いう":1743,"いっ":-2055,"いる":672,"うし":-4817,"うん":665,"から":3472,"がら":600,"こう":-790,"こと":2083,"こん":-1262,"さら":-4143,"さん":4573,"した":2641,"して":1104,"すで":-3399,"そこ":1977,"それ":-871,"たち":1122,"ため":601,"った":3463,"つい":-802,"てい":805,"てき":1249,"でき":1127,"です":3445,"では":844,"とい":-4915,"とみ":1922,"どこ":3887,"ない":5713,"なっ":3015,"など":7379,"なん":-1113,"にし":2468,"には":1498,"にも":1671,"に対":-912,"の一":-501,"の中":741,"ませ":2448,"まで":1711,"まま":2600,"まる":-2155,"やむ":-1947,"よっ":-2565,"れた":2369,"れで":-913,"をし":1860,"を見":731,"亡く":-1886,"京都":2558,"取り":-2784,"大き":-2604,"大阪":1497,"平方":-2314,"引き":-1336,"日本":-195,"本当":-2423,"毎日":-2113,"目指":-724,"Ｂ１あ":1404,"Ｂ１同":542,"｣と":1682};
|
||||||
|
this.BW2__ = {"..":-11822,"11":-669,"――":-5730,"−−":-13175,"いう":-1609,"うか":2490,"かし":-1350,"かも":-602,"から":-7194,"かれ":4612,"がい":853,"がら":-3198,"きた":1941,"くな":-1597,"こと":-8392,"この":-4193,"させ":4533,"され":13168,"さん":-3977,"しい":-1819,"しか":-545,"した":5078,"して":972,"しな":939,"その":-3744,"たい":-1253,"たた":-662,"ただ":-3857,"たち":-786,"たと":1224,"たは":-939,"った":4589,"って":1647,"っと":-2094,"てい":6144,"てき":3640,"てく":2551,"ては":-3110,"ても":-3065,"でい":2666,"でき":-1528,"でし":-3828,"です":-4761,"でも":-4203,"とい":1890,"とこ":-1746,"とと":-2279,"との":720,"とみ":5168,"とも":-3941,"ない":-2488,"なが":-1313,"など":-6509,"なの":2614,"なん":3099,"にお":-1615,"にし":2748,"にな":2454,"によ":-7236,"に対":-14943,"に従":-4688,"に関":-11388,"のか":2093,"ので":-7059,"のに":-6041,"のの":-6125,"はい":1073,"はが":-1033,"はず":-2532,"ばれ":1813,"まし":-1316,"まで":-6621,"まれ":5409,"めて":-3153,"もい":2230,"もの":-10713,"らか":-944,"らし":-1611,"らに":-1897,"りし":651,"りま":1620,"れた":4270,"れて":849,"れば":4114,"ろう":6067,"われ":7901,"を通":-11877,"んだ":728,"んな":-4115,"一人":602,"一方":-1375,"一日":970,"一部":-1051,"上が":-4479,"会社":-1116,"出て":2163,"分の":-7758,"同党":970,"同日":-913,"大阪":-2471,"委員":-1250,"少な":-1050,"年度":-8669,"年間":-1626,"府県":-2363,"手権":-1982,"新聞":-4066,"日新":-722,"日本":-7068,"日米":3372,"曜日":-601,"朝鮮":-2355,"本人":-2697,"東京":-1543,"然と":-1384,"社会":-1276,"立て":-990,"第に":-1612,"米国":-4268,"１１":-669};
|
||||||
|
this.BW3__ = {"あた":-2194,"あり":719,"ある":3846,"い.":-1185,"い。":-1185,"いい":5308,"いえ":2079,"いく":3029,"いた":2056,"いっ":1883,"いる":5600,"いわ":1527,"うち":1117,"うと":4798,"えと":1454,"か.":2857,"か。":2857,"かけ":-743,"かっ":-4098,"かに":-669,"から":6520,"かり":-2670,"が,":1816,"が、":1816,"がき":-4855,"がけ":-1127,"がっ":-913,"がら":-4977,"がり":-2064,"きた":1645,"けど":1374,"こと":7397,"この":1542,"ころ":-2757,"さい":-714,"さを":976,"し,":1557,"し、":1557,"しい":-3714,"した":3562,"して":1449,"しな":2608,"しま":1200,"す.":-1310,"す。":-1310,"する":6521,"ず,":3426,"ず、":3426,"ずに":841,"そう":428,"た.":8875,"た。":8875,"たい":-594,"たの":812,"たり":-1183,"たる":-853,"だ.":4098,"だ。":4098,"だっ":1004,"った":-4748,"って":300,"てい":6240,"てお":855,"ても":302,"です":1437,"でに":-1482,"では":2295,"とう":-1387,"とし":2266,"との":541,"とも":-3543,"どう":4664,"ない":1796,"なく":-903,"など":2135,"に,":-1021,"に、":-1021,"にし":1771,"にな":1906,"には":2644,"の,":-724,"の、":-724,"の子":-1000,"は,":1337,"は、":1337,"べき":2181,"まし":1113,"ます":6943,"まっ":-1549,"まで":6154,"まれ":-793,"らし":1479,"られ":6820,"るる":3818,"れ,":854,"れ、":854,"れた":1850,"れて":1375,"れば":-3246,"れる":1091,"われ":-605,"んだ":606,"んで":798,"カ月":990,"会議":860,"入り":1232,"大会":2217,"始め":1681,"市":965,"新聞":-5055,"日,":974,"日、":974,"社会":2024,"ｶ月":990};
|
||||||
|
this.TC1__ = {"AAA":1093,"HHH":1029,"HHM":580,"HII":998,"HOH":-390,"HOM":-331,"IHI":1169,"IOH":-142,"IOI":-1015,"IOM":467,"MMH":187,"OOI":-1832};
|
||||||
|
this.TC2__ = {"HHO":2088,"HII":-1023,"HMM":-1154,"IHI":-1965,"KKH":703,"OII":-2649};
|
||||||
|
this.TC3__ = {"AAA":-294,"HHH":346,"HHI":-341,"HII":-1088,"HIK":731,"HOH":-1486,"IHH":128,"IHI":-3041,"IHO":-1935,"IIH":-825,"IIM":-1035,"IOI":-542,"KHH":-1216,"KKA":491,"KKH":-1217,"KOK":-1009,"MHH":-2694,"MHM":-457,"MHO":123,"MMH":-471,"NNH":-1689,"NNO":662,"OHO":-3393};
|
||||||
|
this.TC4__ = {"HHH":-203,"HHI":1344,"HHK":365,"HHM":-122,"HHN":182,"HHO":669,"HIH":804,"HII":679,"HOH":446,"IHH":695,"IHO":-2324,"IIH":321,"III":1497,"IIO":656,"IOO":54,"KAK":4845,"KKA":3386,"KKK":3065,"MHH":-405,"MHI":201,"MMH":-241,"MMM":661,"MOM":841};
|
||||||
|
this.TQ1__ = {"BHHH":-227,"BHHI":316,"BHIH":-132,"BIHH":60,"BIII":1595,"BNHH":-744,"BOHH":225,"BOOO":-908,"OAKK":482,"OHHH":281,"OHIH":249,"OIHI":200,"OIIH":-68};
|
||||||
|
this.TQ2__ = {"BIHH":-1401,"BIII":-1033,"BKAK":-543,"BOOO":-5591};
|
||||||
|
this.TQ3__ = {"BHHH":478,"BHHM":-1073,"BHIH":222,"BHII":-504,"BIIH":-116,"BIII":-105,"BMHI":-863,"BMHM":-464,"BOMH":620,"OHHH":346,"OHHI":1729,"OHII":997,"OHMH":481,"OIHH":623,"OIIH":1344,"OKAK":2792,"OKHH":587,"OKKA":679,"OOHH":110,"OOII":-685};
|
||||||
|
this.TQ4__ = {"BHHH":-721,"BHHM":-3604,"BHII":-966,"BIIH":-607,"BIII":-2181,"OAAA":-2763,"OAKK":180,"OHHH":-294,"OHHI":2446,"OHHO":480,"OHIH":-1573,"OIHH":1935,"OIHI":-493,"OIIH":626,"OIII":-4007,"OKAK":-8156};
|
||||||
|
this.TW1__ = {"につい":-4681,"東京都":2026};
|
||||||
|
this.TW2__ = {"ある程":-2049,"いった":-1256,"ころが":-2434,"しょう":3873,"その後":-4430,"だって":-1049,"ていた":1833,"として":-4657,"ともに":-4517,"もので":1882,"一気に":-792,"初めて":-1512,"同時に":-8097,"大きな":-1255,"対して":-2721,"社会党":-3216};
|
||||||
|
this.TW3__ = {"いただ":-1734,"してい":1314,"として":-4314,"につい":-5483,"にとっ":-5989,"に当た":-6247,"ので,":-727,"ので、":-727,"のもの":-600,"れから":-3752,"十二月":-2287};
|
||||||
|
this.TW4__ = {"いう.":8576,"いう。":8576,"からな":-2348,"してい":2958,"たが,":1516,"たが、":1516,"ている":1538,"という":1349,"ました":5543,"ません":1097,"ようと":-4258,"よると":5865};
|
||||||
|
this.UC1__ = {"A":484,"K":93,"M":645,"O":-505};
|
||||||
|
this.UC2__ = {"A":819,"H":1059,"I":409,"M":3987,"N":5775,"O":646};
|
||||||
|
this.UC3__ = {"A":-1370,"I":2311};
|
||||||
|
this.UC4__ = {"A":-2643,"H":1809,"I":-1032,"K":-3450,"M":3565,"N":3876,"O":6646};
|
||||||
|
this.UC5__ = {"H":313,"I":-1238,"K":-799,"M":539,"O":-831};
|
||||||
|
this.UC6__ = {"H":-506,"I":-253,"K":87,"M":247,"O":-387};
|
||||||
|
this.UP1__ = {"O":-214};
|
||||||
|
this.UP2__ = {"B":69,"O":935};
|
||||||
|
this.UP3__ = {"B":189};
|
||||||
|
this.UQ1__ = {"BH":21,"BI":-12,"BK":-99,"BN":142,"BO":-56,"OH":-95,"OI":477,"OK":410,"OO":-2422};
|
||||||
|
this.UQ2__ = {"BH":216,"BI":113,"OK":1759};
|
||||||
|
this.UQ3__ = {"BA":-479,"BH":42,"BI":1913,"BK":-7198,"BM":3160,"BN":6427,"BO":14761,"OI":-827,"ON":-3212};
|
||||||
|
this.UW1__ = {",":156,"、":156,"「":-463,"あ":-941,"う":-127,"が":-553,"き":121,"こ":505,"で":-201,"と":-547,"ど":-123,"に":-789,"の":-185,"は":-847,"も":-466,"や":-470,"よ":182,"ら":-292,"り":208,"れ":169,"を":-446,"ん":-137,"・":-135,"主":-402,"京":-268,"区":-912,"午":871,"国":-460,"大":561,"委":729,"市":-411,"日":-141,"理":361,"生":-408,"県":-386,"都":-718,"｢":-463,"･":-135};
|
||||||
|
this.UW2__ = {",":-829,"、":-829,"〇":892,"「":-645,"」":3145,"あ":-538,"い":505,"う":134,"お":-502,"か":1454,"が":-856,"く":-412,"こ":1141,"さ":878,"ざ":540,"し":1529,"す":-675,"せ":300,"そ":-1011,"た":188,"だ":1837,"つ":-949,"て":-291,"で":-268,"と":-981,"ど":1273,"な":1063,"に":-1764,"の":130,"は":-409,"ひ":-1273,"べ":1261,"ま":600,"も":-1263,"や":-402,"よ":1639,"り":-579,"る":-694,"れ":571,"を":-2516,"ん":2095,"ア":-587,"カ":306,"キ":568,"ッ":831,"三":-758,"不":-2150,"世":-302,"中":-968,"主":-861,"事":492,"人":-123,"会":978,"保":362,"入":548,"初":-3025,"副":-1566,"北":-3414,"区":-422,"大":-1769,"天":-865,"太":-483,"子":-1519,"学":760,"実":1023,"小":-2009,"市":-813,"年":-1060,"強":1067,"手":-1519,"揺":-1033,"政":1522,"文":-1355,"新":-1682,"日":-1815,"明":-1462,"最":-630,"朝":-1843,"本":-1650,"東":-931,"果":-665,"次":-2378,"民":-180,"気":-1740,"理":752,"発":529,"目":-1584,"相":-242,"県":-1165,"立":-763,"第":810,"米":509,"自":-1353,"行":838,"西":-744,"見":-3874,"調":1010,"議":1198,"込":3041,"開":1758,"間":-1257,"｢":-645,"｣":3145,"ｯ":831,"ｱ":-587,"ｶ":306,"ｷ":568};
|
||||||
|
this.UW3__ = {",":4889,"1":-800,"−":-1723,"、":4889,"々":-2311,"〇":5827,"」":2670,"〓":-3573,"あ":-2696,"い":1006,"う":2342,"え":1983,"お":-4864,"か":-1163,"が":3271,"く":1004,"け":388,"げ":401,"こ":-3552,"ご":-3116,"さ":-1058,"し":-395,"す":584,"せ":3685,"そ":-5228,"た":842,"ち":-521,"っ":-1444,"つ":-1081,"て":6167,"で":2318,"と":1691,"ど":-899,"な":-2788,"に":2745,"の":4056,"は":4555,"ひ":-2171,"ふ":-1798,"へ":1199,"ほ":-5516,"ま":-4384,"み":-120,"め":1205,"も":2323,"や":-788,"よ":-202,"ら":727,"り":649,"る":5905,"れ":2773,"わ":-1207,"を":6620,"ん":-518,"ア":551,"グ":1319,"ス":874,"ッ":-1350,"ト":521,"ム":1109,"ル":1591,"ロ":2201,"ン":278,"・":-3794,"一":-1619,"下":-1759,"世":-2087,"両":3815,"中":653,"主":-758,"予":-1193,"二":974,"人":2742,"今":792,"他":1889,"以":-1368,"低":811,"何":4265,"作":-361,"保":-2439,"元":4858,"党":3593,"全":1574,"公":-3030,"六":755,"共":-1880,"円":5807,"再":3095,"分":457,"初":2475,"別":1129,"前":2286,"副":4437,"力":365,"動":-949,"務":-1872,"化":1327,"北":-1038,"区":4646,"千":-2309,"午":-783,"協":-1006,"口":483,"右":1233,"各":3588,"合":-241,"同":3906,"和":-837,"員":4513,"国":642,"型":1389,"場":1219,"外":-241,"妻":2016,"学":-1356,"安":-423,"実":-1008,"家":1078,"小":-513,"少":-3102,"州":1155,"市":3197,"平":-1804,"年":2416,"広":-1030,"府":1605,"度":1452,"建":-2352,"当":-3885,"得":1905,"思":-1291,"性":1822,"戸":-488,"指":-3973,"政":-2013,"教":-1479,"数":3222,"文":-1489,"新":1764,"日":2099,"旧":5792,"昨":-661,"時":-1248,"曜":-951,"最":-937,"月":4125,"期":360,"李":3094,"村":364,"東":-805,"核":5156,"森":2438,"業":484,"氏":2613,"民":-1694,"決":-1073,"法":1868,"海":-495,"無":979,"物":461,"特":-3850,"生":-273,"用":914,"町":1215,"的":7313,"直":-1835,"省":792,"県":6293,"知":-1528,"私":4231,"税":401,"立":-960,"第":1201,"米":7767,"系":3066,"約":3663,"級":1384,"統":-4229,"総":1163,"線":1255,"者":6457,"能":725,"自":-2869,"英":785,"見":1044,"調":-562,"財":-733,"費":1777,"車":1835,"軍":1375,"込":-1504,"通":-1136,"選":-681,"郎":1026,"郡":4404,"部":1200,"金":2163,"長":421,"開":-1432,"間":1302,"関":-1282,"雨":2009,"電":-1045,"非":2066,"駅":1620,"１":-800,"｣":2670,"･":-3794,"ｯ":-1350,"ｱ":551,"ｸﾞ":1319,"ｽ":874,"ﾄ":521,"ﾑ":1109,"ﾙ":1591,"ﾛ":2201,"ﾝ":278};
|
||||||
|
this.UW4__ = {",":3930,".":3508,"―":-4841,"、":3930,"。":3508,"〇":4999,"「":1895,"」":3798,"〓":-5156,"あ":4752,"い":-3435,"う":-640,"え":-2514,"お":2405,"か":530,"が":6006,"き":-4482,"ぎ":-3821,"く":-3788,"け":-4376,"げ":-4734,"こ":2255,"ご":1979,"さ":2864,"し":-843,"じ":-2506,"す":-731,"ず":1251,"せ":181,"そ":4091,"た":5034,"だ":5408,"ち":-3654,"っ":-5882,"つ":-1659,"て":3994,"で":7410,"と":4547,"な":5433,"に":6499,"ぬ":1853,"ね":1413,"の":7396,"は":8578,"ば":1940,"ひ":4249,"び":-4134,"ふ":1345,"へ":6665,"べ":-744,"ほ":1464,"ま":1051,"み":-2082,"む":-882,"め":-5046,"も":4169,"ゃ":-2666,"や":2795,"ょ":-1544,"よ":3351,"ら":-2922,"り":-9726,"る":-14896,"れ":-2613,"ろ":-4570,"わ":-1783,"を":13150,"ん":-2352,"カ":2145,"コ":1789,"セ":1287,"ッ":-724,"ト":-403,"メ":-1635,"ラ":-881,"リ":-541,"ル":-856,"ン":-3637,"・":-4371,"ー":-11870,"一":-2069,"中":2210,"予":782,"事":-190,"井":-1768,"人":1036,"以":544,"会":950,"体":-1286,"作":530,"側":4292,"先":601,"党":-2006,"共":-1212,"内":584,"円":788,"初":1347,"前":1623,"副":3879,"力":-302,"動":-740,"務":-2715,"化":776,"区":4517,"協":1013,"参":1555,"合":-1834,"和":-681,"員":-910,"器":-851,"回":1500,"国":-619,"園":-1200,"地":866,"場":-1410,"塁":-2094,"士":-1413,"多":1067,"大":571,"子":-4802,"学":-1397,"定":-1057,"寺":-809,"小":1910,"屋":-1328,"山":-1500,"島":-2056,"川":-2667,"市":2771,"年":374,"庁":-4556,"後":456,"性":553,"感":916,"所":-1566,"支":856,"改":787,"政":2182,"教":704,"文":522,"方":-856,"日":1798,"時":1829,"最":845,"月":-9066,"木":-485,"来":-442,"校":-360,"業":-1043,"氏":5388,"民":-2716,"気":-910,"沢":-939,"済":-543,"物":-735,"率":672,"球":-1267,"生":-1286,"産":-1101,"田":-2900,"町":1826,"的":2586,"目":922,"省":-3485,"県":2997,"空":-867,"立":-2112,"第":788,"米":2937,"系":786,"約":2171,"経":1146,"統":-1169,"総":940,"線":-994,"署":749,"者":2145,"能":-730,"般":-852,"行":-792,"規":792,"警":-1184,"議":-244,"谷":-1000,"賞":730,"車":-1481,"軍":1158,"輪":-1433,"込":-3370,"近":929,"道":-1291,"選":2596,"郎":-4866,"都":1192,"野":-1100,"銀":-2213,"長":357,"間":-2344,"院":-2297,"際":-2604,"電":-878,"領":-1659,"題":-792,"館":-1984,"首":1749,"高":2120,"｢":1895,"｣":3798,"･":-4371,"ｯ":-724,"ｰ":-11870,"ｶ":2145,"ｺ":1789,"ｾ":1287,"ﾄ":-403,"ﾒ":-1635,"ﾗ":-881,"ﾘ":-541,"ﾙ":-856,"ﾝ":-3637};
|
||||||
|
this.UW5__ = {",":465,".":-299,"1":-514,"E2":-32768,"]":-2762,"、":465,"。":-299,"「":363,"あ":1655,"い":331,"う":-503,"え":1199,"お":527,"か":647,"が":-421,"き":1624,"ぎ":1971,"く":312,"げ":-983,"さ":-1537,"し":-1371,"す":-852,"だ":-1186,"ち":1093,"っ":52,"つ":921,"て":-18,"で":-850,"と":-127,"ど":1682,"な":-787,"に":-1224,"の":-635,"は":-578,"べ":1001,"み":502,"め":865,"ゃ":3350,"ょ":854,"り":-208,"る":429,"れ":504,"わ":419,"を":-1264,"ん":327,"イ":241,"ル":451,"ン":-343,"中":-871,"京":722,"会":-1153,"党":-654,"務":3519,"区":-901,"告":848,"員":2104,"大":-1296,"学":-548,"定":1785,"嵐":-1304,"市":-2991,"席":921,"年":1763,"思":872,"所":-814,"挙":1618,"新":-1682,"日":218,"月":-4353,"査":932,"格":1356,"機":-1508,"氏":-1347,"田":240,"町":-3912,"的":-3149,"相":1319,"省":-1052,"県":-4003,"研":-997,"社":-278,"空":-813,"統":1955,"者":-2233,"表":663,"語":-1073,"議":1219,"選":-1018,"郎":-368,"長":786,"間":1191,"題":2368,"館":-689,"１":-514,"Ｅ２":-32768,"｢":363,"ｲ":241,"ﾙ":451,"ﾝ":-343};
|
||||||
|
this.UW6__ = {",":227,".":808,"1":-270,"E1":306,"、":227,"。":808,"あ":-307,"う":189,"か":241,"が":-73,"く":-121,"こ":-200,"じ":1782,"す":383,"た":-428,"っ":573,"て":-1014,"で":101,"と":-105,"な":-253,"に":-149,"の":-417,"は":-236,"も":-206,"り":187,"る":-135,"を":195,"ル":-673,"ン":-496,"一":-277,"中":201,"件":-800,"会":624,"前":302,"区":1792,"員":-1212,"委":798,"学":-960,"市":887,"広":-695,"後":535,"業":-697,"相":753,"社":-507,"福":974,"空":-822,"者":1811,"連":463,"郎":1082,"１":-270,"Ｅ１":306,"ﾙ":-673,"ﾝ":-496};
|
||||||
|
|
||||||
|
return this;
|
||||||
|
}
|
||||||
|
TinySegmenter.prototype.ctype_ = function(str) {
|
||||||
|
for (var i in this.chartype_) {
|
||||||
|
if (str.match(this.chartype_[i][0])) {
|
||||||
|
return this.chartype_[i][1];
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return "O";
|
||||||
|
}
|
||||||
|
|
||||||
|
TinySegmenter.prototype.ts_ = function(v) {
|
||||||
|
if (v) { return v; }
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
TinySegmenter.prototype.segment = function(input) {
|
||||||
|
if (input == null || input == undefined || input == "") {
|
||||||
|
return [];
|
||||||
|
}
|
||||||
|
var result = [];
|
||||||
|
var seg = ["B3","B2","B1"];
|
||||||
|
var ctype = ["O","O","O"];
|
||||||
|
var o = input.split("");
|
||||||
|
for (i = 0; i < o.length; ++i) {
|
||||||
|
seg.push(o[i]);
|
||||||
|
ctype.push(this.ctype_(o[i]))
|
||||||
|
}
|
||||||
|
seg.push("E1");
|
||||||
|
seg.push("E2");
|
||||||
|
seg.push("E3");
|
||||||
|
ctype.push("O");
|
||||||
|
ctype.push("O");
|
||||||
|
ctype.push("O");
|
||||||
|
var word = seg[3];
|
||||||
|
var p1 = "U";
|
||||||
|
var p2 = "U";
|
||||||
|
var p3 = "U";
|
||||||
|
for (var i = 4; i < seg.length - 3; ++i) {
|
||||||
|
var score = this.BIAS__;
|
||||||
|
var w1 = seg[i-3];
|
||||||
|
var w2 = seg[i-2];
|
||||||
|
var w3 = seg[i-1];
|
||||||
|
var w4 = seg[i];
|
||||||
|
var w5 = seg[i+1];
|
||||||
|
var w6 = seg[i+2];
|
||||||
|
var c1 = ctype[i-3];
|
||||||
|
var c2 = ctype[i-2];
|
||||||
|
var c3 = ctype[i-1];
|
||||||
|
var c4 = ctype[i];
|
||||||
|
var c5 = ctype[i+1];
|
||||||
|
var c6 = ctype[i+2];
|
||||||
|
score += this.ts_(this.UP1__[p1]);
|
||||||
|
score += this.ts_(this.UP2__[p2]);
|
||||||
|
score += this.ts_(this.UP3__[p3]);
|
||||||
|
score += this.ts_(this.BP1__[p1 + p2]);
|
||||||
|
score += this.ts_(this.BP2__[p2 + p3]);
|
||||||
|
score += this.ts_(this.UW1__[w1]);
|
||||||
|
score += this.ts_(this.UW2__[w2]);
|
||||||
|
score += this.ts_(this.UW3__[w3]);
|
||||||
|
score += this.ts_(this.UW4__[w4]);
|
||||||
|
score += this.ts_(this.UW5__[w5]);
|
||||||
|
score += this.ts_(this.UW6__[w6]);
|
||||||
|
score += this.ts_(this.BW1__[w2 + w3]);
|
||||||
|
score += this.ts_(this.BW2__[w3 + w4]);
|
||||||
|
score += this.ts_(this.BW3__[w4 + w5]);
|
||||||
|
score += this.ts_(this.TW1__[w1 + w2 + w3]);
|
||||||
|
score += this.ts_(this.TW2__[w2 + w3 + w4]);
|
||||||
|
score += this.ts_(this.TW3__[w3 + w4 + w5]);
|
||||||
|
score += this.ts_(this.TW4__[w4 + w5 + w6]);
|
||||||
|
score += this.ts_(this.UC1__[c1]);
|
||||||
|
score += this.ts_(this.UC2__[c2]);
|
||||||
|
score += this.ts_(this.UC3__[c3]);
|
||||||
|
score += this.ts_(this.UC4__[c4]);
|
||||||
|
score += this.ts_(this.UC5__[c5]);
|
||||||
|
score += this.ts_(this.UC6__[c6]);
|
||||||
|
score += this.ts_(this.BC1__[c2 + c3]);
|
||||||
|
score += this.ts_(this.BC2__[c3 + c4]);
|
||||||
|
score += this.ts_(this.BC3__[c4 + c5]);
|
||||||
|
score += this.ts_(this.TC1__[c1 + c2 + c3]);
|
||||||
|
score += this.ts_(this.TC2__[c2 + c3 + c4]);
|
||||||
|
score += this.ts_(this.TC3__[c3 + c4 + c5]);
|
||||||
|
score += this.ts_(this.TC4__[c4 + c5 + c6]);
|
||||||
|
// score += this.ts_(this.TC5__[c4 + c5 + c6]);
|
||||||
|
score += this.ts_(this.UQ1__[p1 + c1]);
|
||||||
|
score += this.ts_(this.UQ2__[p2 + c2]);
|
||||||
|
score += this.ts_(this.UQ3__[p3 + c3]);
|
||||||
|
score += this.ts_(this.BQ1__[p2 + c2 + c3]);
|
||||||
|
score += this.ts_(this.BQ2__[p2 + c3 + c4]);
|
||||||
|
score += this.ts_(this.BQ3__[p3 + c2 + c3]);
|
||||||
|
score += this.ts_(this.BQ4__[p3 + c3 + c4]);
|
||||||
|
score += this.ts_(this.TQ1__[p2 + c1 + c2 + c3]);
|
||||||
|
score += this.ts_(this.TQ2__[p2 + c2 + c3 + c4]);
|
||||||
|
score += this.ts_(this.TQ3__[p3 + c1 + c2 + c3]);
|
||||||
|
score += this.ts_(this.TQ4__[p3 + c2 + c3 + c4]);
|
||||||
|
var p = "O";
|
||||||
|
if (score > 0) {
|
||||||
|
result.push(word);
|
||||||
|
word = "";
|
||||||
|
p = "B";
|
||||||
|
}
|
||||||
|
p1 = p2;
|
||||||
|
p2 = p3;
|
||||||
|
p3 = p;
|
||||||
|
word += seg[i];
|
||||||
|
}
|
||||||
|
result.push(word);
|
||||||
|
|
||||||
|
return result;
|
||||||
|
}
|
||||||
|
|
||||||
|
lunr.TinySegmenter = TinySegmenter;
|
||||||
|
};
|
||||||
|
|
||||||
|
}));
|
||||||
File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
+1
File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
+1
File diff suppressed because one or more lines are too long
@@ -0,0 +1 @@
|
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|
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<meta name="description" content="Face-recognition pipeline for finding on-screen actor presence in film/TV, built on KPN++">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 8a3 3 0 0 0 3-3 3 3 0 0 0-3-3 3 3 0 0 0-3 3 3 3 0 0 0 3 3m0 3.54C9.64 9.35 6.5 8 3 8v11c3.5 0 6.64 1.35 9 3.54 2.36-2.19 5.5-3.54 9-3.54V8c-3.5 0-6.64 1.35-9 3.54"/></svg>
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<script>var palette=__md_get("__palette");if(palette&&palette.color){if("(prefers-color-scheme)"===palette.color.media){var media=matchMedia("(prefers-color-scheme: light)"),input=document.querySelector(media.matches?"[data-md-color-media='(prefers-color-scheme: light)']":"[data-md-color-media='(prefers-color-scheme: dark)']");palette.color.media=input.getAttribute("data-md-color-media"),palette.color.scheme=input.getAttribute("data-md-color-scheme"),palette.color.primary=input.getAttribute("data-md-color-primary"),palette.color.accent=input.getAttribute("data-md-color-accent")}for(var[key,value]of Object.entries(palette.color))document.body.setAttribute("data-md-color-"+key,value)}</script>
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<li class="md-tabs__item">
|
||||||
|
<a href="../rep4-optimizer-results/" class="md-tabs__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
Rep4 Bake-off & Re-tune (full log)
|
||||||
|
|
||||||
|
</a>
|
||||||
|
</li>
|
||||||
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|
<li class="md-tabs__item">
|
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|
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|
||||||
|
|
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|
|
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|
|
||||||
|
|
||||||
|
|
||||||
|
Optimizer Experiments (prior round)
|
||||||
|
|
||||||
|
</a>
|
||||||
|
</li>
|
||||||
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|
<li class="md-tabs__item">
|
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<a href="../service-conversion/" class="md-tabs__link">
|
||||||
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|
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|
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|
|
||||||
|
|
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|
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||||||
|
Service Conversion (proposal)
|
||||||
|
|
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|
</a>
|
||||||
|
</li>
|
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|
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</a>
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<div class="md-source__repository">
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dtourolle/scene-actor-extraction
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<label class="md-nav__link md-nav__link--active" for="__toc">
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<span class="md-ellipsis">
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Best Model
|
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</span>
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<label class="md-nav__title" for="__toc">
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<span class="md-nav__icon md-icon"></span>
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Table of contents
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</label>
|
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<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
|
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<li class="md-nav__item">
|
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<a href="#first-signal-calibration-curves" class="md-nav__link">
|
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|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
First signal: calibration curves
|
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|
|
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|
</span>
|
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|
</a>
|
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|
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</li>
|
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<li class="md-nav__item">
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<a href="#second-signal-f1-on-the-actual-benchmark" class="md-nav__link">
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<span class="md-ellipsis">
|
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|
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|
Second signal: F1 on the actual benchmark
|
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|
|
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|
</span>
|
||||||
|
</a>
|
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|
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</li>
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<li class="md-nav__item">
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<a href="#caveat-model-choice-is-an-operational-change" class="md-nav__link">
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<span class="md-ellipsis">
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Caveat: model choice is an operational change
|
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</span>
|
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|
</a>
|
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</li>
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</ul>
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</nav>
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<li class="md-nav__item">
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<a href="../gallery-scope/" class="md-nav__link">
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<span class="md-ellipsis">
|
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|
Gallery Scope (Full vs. Limited)
|
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|
</span>
|
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<li class="md-nav__item">
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<span class="md-ellipsis">
|
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|
|
||||||
|
Pose Expansion
|
||||||
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|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
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</a>
|
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<li class="md-nav__item">
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<span class="md-ellipsis">
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|
LVFace Deep Dive
|
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|
|
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|
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|
</span>
|
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</a>
|
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|
||||||
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|
</ul>
|
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|
</nav>
|
||||||
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</li>
|
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||||||
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||||||
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<li class="md-nav__item">
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<a href="../rep4-optimizer-results/" class="md-nav__link">
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|
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|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Rep4 Bake-off & Re-tune (full log)
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
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|
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|
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|
||||||
|
</a>
|
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||||||
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<span class="md-ellipsis">
|
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|
|
||||||
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|
||||||
|
Optimizer Experiments (prior round)
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
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||||||
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|
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<li class="md-nav__item">
|
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<a href="../service-conversion/" class="md-nav__link">
|
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|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Service Conversion (proposal)
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
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|
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|
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|
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|
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</div>
|
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</div>
|
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|
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|
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|
|
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|
|
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|
<div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
|
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|
<div class="md-sidebar__scrollwrap">
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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|
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|
<label class="md-nav__title" for="__toc">
|
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|
<span class="md-nav__icon md-icon"></span>
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Table of contents
|
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|
</label>
|
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|
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
|
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|
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|
<li class="md-nav__item">
|
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|
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|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
First signal: calibration curves
|
||||||
|
|
||||||
|
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|
||||||
|
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|
||||||
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|
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|
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|
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|
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|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
Second signal: F1 on the actual benchmark
|
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<span class="md-ellipsis">
|
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Caveat: model choice is an operational change
|
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|
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<h1 id="which-embedding-model-is-best">Which embedding model is best?<a class="headerlink" href="#which-embedding-model-is-best" title="Permanent link">¶</a></h1>
|
||||||
|
<p>Four candidates went into the bake-off: three ArcFace variants (w600k-R50,
|
||||||
|
R18, w600k-MBF) and LVFace-B (Glint360K), a Vision-Transformer embedder that's
|
||||||
|
a drop-in replacement for ArcFace's <code>[N,3,112,112]</code> input / 512-d output. The
|
||||||
|
open question: is LVFace (455MB) actually better, or just the biggest?</p>
|
||||||
|
<h2 id="first-signal-calibration-curves">First signal: calibration curves<a class="headerlink" href="#first-signal-calibration-curves" title="Permanent link">¶</a></h2>
|
||||||
|
<p>Each gallery carries a fitted Platt sigmoid <code>P(match | cosine similarity) =
|
||||||
|
σ(a·sim + b)</code>, embedded directly in the gallery's HDF5 file
|
||||||
|
(<code>src/gallery/gallery_calibration.hpp</code>). This is a property of the embedding
|
||||||
|
space alone — computed from intra/inter-actor reference-image pairs, no
|
||||||
|
tracking or scene logic involved — so it's a clean first read on discriminative
|
||||||
|
power before running a single benchmark.</p>
|
||||||
|
<p><img alt="Calibrated P(match|similarity) for all four models" src="../assets/images/calibration_curves.png" /></p>
|
||||||
|
<table>
|
||||||
|
<thead>
|
||||||
|
<tr>
|
||||||
|
<th>model</th>
|
||||||
|
<th><code>a</code> (steepness)</th>
|
||||||
|
<th>boundary at P=0.5</th>
|
||||||
|
</tr>
|
||||||
|
</thead>
|
||||||
|
<tbody>
|
||||||
|
<tr>
|
||||||
|
<td><strong>LVFace-B Glint360K</strong></td>
|
||||||
|
<td><strong>17.7</strong></td>
|
||||||
|
<td><strong>sim 0.228</strong></td>
|
||||||
|
</tr>
|
||||||
|
<tr>
|
||||||
|
<td>ArcFace w600k-MBF</td>
|
||||||
|
<td>16.2</td>
|
||||||
|
<td>sim 0.267</td>
|
||||||
|
</tr>
|
||||||
|
<tr>
|
||||||
|
<td>ArcFace w600k-R50</td>
|
||||||
|
<td>15.4</td>
|
||||||
|
<td>sim 0.301</td>
|
||||||
|
</tr>
|
||||||
|
<tr>
|
||||||
|
<td>ArcFace R18</td>
|
||||||
|
<td>15.3</td>
|
||||||
|
<td>sim 0.309</td>
|
||||||
|
</tr>
|
||||||
|
</tbody>
|
||||||
|
</table>
|
||||||
|
<p>LVFace has both the steepest transition and the lowest decision boundary — it
|
||||||
|
separates same-actor from different-actor reference pairs more confidently, at
|
||||||
|
a <em>lower</em> similarity threshold, than any ArcFace variant. That's a genuine
|
||||||
|
head start before the tracking/scoring pipeline is even involved.</p>
|
||||||
|
<h2 id="second-signal-f1-on-the-actual-benchmark">Second signal: F1 on the actual benchmark<a class="headerlink" href="#second-signal-f1-on-the-actual-benchmark" title="Permanent link">¶</a></h2>
|
||||||
|
<p>Best full-gallery (no cast-restriction) result per model, from the 16-combo
|
||||||
|
rep4 matrix (<code>rep4-optimizer-results.md</code>):</p>
|
||||||
|
<table>
|
||||||
|
<thead>
|
||||||
|
<tr>
|
||||||
|
<th>model</th>
|
||||||
|
<th>F1</th>
|
||||||
|
<th>P</th>
|
||||||
|
<th>R</th>
|
||||||
|
<th>misID</th>
|
||||||
|
</tr>
|
||||||
|
</thead>
|
||||||
|
<tbody>
|
||||||
|
<tr>
|
||||||
|
<td><strong>LVFace-B Glint360K</strong></td>
|
||||||
|
<td><strong>75.3%</strong></td>
|
||||||
|
<td>89.7%</td>
|
||||||
|
<td><strong>65.4%</strong></td>
|
||||||
|
<td>232</td>
|
||||||
|
</tr>
|
||||||
|
<tr>
|
||||||
|
<td>ArcFace w600k-MBF</td>
|
||||||
|
<td>74.2%</td>
|
||||||
|
<td>87.4%</td>
|
||||||
|
<td>64.4%</td>
|
||||||
|
<td>57</td>
|
||||||
|
</tr>
|
||||||
|
<tr>
|
||||||
|
<td>ArcFace R18</td>
|
||||||
|
<td>69.1%</td>
|
||||||
|
<td>87.6%</td>
|
||||||
|
<td>57.7%</td>
|
||||||
|
<td>242</td>
|
||||||
|
</tr>
|
||||||
|
<tr>
|
||||||
|
<td>ArcFace w600k-R50</td>
|
||||||
|
<td>68.5%</td>
|
||||||
|
<td>94.0%</td>
|
||||||
|
<td>54.1%</td>
|
||||||
|
<td>150</td>
|
||||||
|
</tr>
|
||||||
|
</tbody>
|
||||||
|
</table>
|
||||||
|
<p>LVFace wins outright, with the highest recall of any full-mode combo. This
|
||||||
|
reverses an earlier conclusion from a prior (superseded) benchmarking pass
|
||||||
|
using a scene-union metric, which found the three models statistically
|
||||||
|
indistinguishable (~85% each) and concluded LVFace wasn't worth its size — that
|
||||||
|
metric hid out-of-cast false positives behind a gallery∩cast recall mask (see
|
||||||
|
<code>optimizer-experiments.md</code>); the per-second metric used here does not.</p>
|
||||||
|
<p>Held-out validation (5 films never seen by the optimizer) confirms LVFace's
|
||||||
|
lead holds up out of sample — see the deep-dive page for the full breakdown,
|
||||||
|
including where it fails.</p>
|
||||||
|
<h2 id="caveat-model-choice-is-an-operational-change">Caveat: model choice is an operational change<a class="headerlink" href="#caveat-model-choice-is-an-operational-change" title="Permanent link">¶</a></h2>
|
||||||
|
<p>Switching the default embedder isn't just flipping a config value — the
|
||||||
|
gallery itself is model-specific (embeddings from different models aren't
|
||||||
|
comparable), so any existing gallery built against ArcFace w600k-R50 needs to
|
||||||
|
be rebuilt from source images against LVFace before the new default takes
|
||||||
|
effect. <code>scripts/optimizer/reembed_gallery.py</code> does this from a reference
|
||||||
|
gallery's cached source images without re-downloading anything.</p>
|
||||||
|
|
||||||
|
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||||||
|
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scene-actor-extraction
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Gallery Scope (Full vs. Limited)
|
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
|
||||||
|
|
||||||
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
|
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|
</label>
|
||||||
|
<nav class="md-search__options" aria-label="Search">
|
||||||
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|
||||||
|
<button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
|
||||||
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|
||||||
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
|
||||||
|
</button>
|
||||||
|
</nav>
|
||||||
|
|
||||||
|
</form>
|
||||||
|
<div class="md-search__output">
|
||||||
|
<div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
|
||||||
|
<div class="md-search-result" data-md-component="search-result">
|
||||||
|
<div class="md-search-result__meta">
|
||||||
|
Initializing search
|
||||||
|
</div>
|
||||||
|
<ol class="md-search-result__list" role="presentation"></ol>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<div class="md-header__source">
|
||||||
|
<a href="https://gitea.tourolle.paris/dtourolle/scene-actor-extraction" title="Go to repository" class="md-source" data-md-component="source">
|
||||||
|
<div class="md-source__icon md-icon">
|
||||||
|
|
||||||
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
|
||||||
|
</div>
|
||||||
|
<div class="md-source__repository">
|
||||||
|
dtourolle/scene-actor-extraction
|
||||||
|
</div>
|
||||||
|
</a>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
</nav>
|
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|
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|
</header>
|
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|
|
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|
<div class="md-container" data-md-component="container">
|
||||||
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|
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|
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|
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|
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|
|
||||||
|
<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
|
||||||
|
<div class="md-grid">
|
||||||
|
<ul class="md-tabs__list">
|
||||||
|
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||||||
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|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-tabs__item">
|
||||||
|
<a href=".." class="md-tabs__link">
|
||||||
|
|
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|
|
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|
|
||||||
|
|
||||||
|
|
||||||
|
Home
|
||||||
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|
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|
</a>
|
||||||
|
</li>
|
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|
|
||||||
|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-tabs__item md-tabs__item--active">
|
||||||
|
<a href="../best-model/" class="md-tabs__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
Findings
|
||||||
|
|
||||||
|
</a>
|
||||||
|
</li>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
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|
||||||
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||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-tabs__item">
|
||||||
|
<a href="../rep4-optimizer-results/" class="md-tabs__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
Rep4 Bake-off & Re-tune (full log)
|
||||||
|
|
||||||
|
</a>
|
||||||
|
</li>
|
||||||
|
|
||||||
|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-tabs__item">
|
||||||
|
<a href="../optimizer-experiments/" class="md-tabs__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
Optimizer Experiments (prior round)
|
||||||
|
|
||||||
|
</a>
|
||||||
|
</li>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
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|
||||||
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|
||||||
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|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-tabs__item">
|
||||||
|
<a href="../service-conversion/" class="md-tabs__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
Service Conversion (proposal)
|
||||||
|
|
||||||
|
</a>
|
||||||
|
</li>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</ul>
|
||||||
|
</div>
|
||||||
|
</nav>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<main class="md-main" data-md-component="main">
|
||||||
|
<div class="md-main__inner md-grid">
|
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|
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|
|
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|
<div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
|
||||||
|
<div class="md-sidebar__scrollwrap">
|
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|
<div class="md-sidebar__inner">
|
||||||
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||||||
|
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|
|
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|
|
||||||
|
<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
|
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|
<label class="md-nav__title" for="__drawer">
|
||||||
|
<a href=".." title="scene-actor-extraction" class="md-nav__button md-logo" aria-label="scene-actor-extraction" data-md-component="logo">
|
||||||
|
|
||||||
|
|
||||||
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 8a3 3 0 0 0 3-3 3 3 0 0 0-3-3 3 3 0 0 0-3 3 3 3 0 0 0 3 3m0 3.54C9.64 9.35 6.5 8 3 8v11c3.5 0 6.64 1.35 9 3.54 2.36-2.19 5.5-3.54 9-3.54V8c-3.5 0-6.64 1.35-9 3.54"/></svg>
|
||||||
|
|
||||||
|
</a>
|
||||||
|
scene-actor-extraction
|
||||||
|
</label>
|
||||||
|
|
||||||
|
<div class="md-nav__source">
|
||||||
|
<a href="https://gitea.tourolle.paris/dtourolle/scene-actor-extraction" title="Go to repository" class="md-source" data-md-component="source">
|
||||||
|
<div class="md-source__icon md-icon">
|
||||||
|
|
||||||
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
|
||||||
|
</div>
|
||||||
|
<div class="md-source__repository">
|
||||||
|
dtourolle/scene-actor-extraction
|
||||||
|
</div>
|
||||||
|
</a>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<ul class="md-nav__list" data-md-scrollfix>
|
||||||
|
|
||||||
|
|
||||||
|
|
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|
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|
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|
|
||||||
|
|
||||||
|
<li class="md-nav__item">
|
||||||
|
<a href=".." class="md-nav__link">
|
||||||
|
|
||||||
|
|
||||||
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|
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|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
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|
Home
|
||||||
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|
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|
||||||
|
</span>
|
||||||
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|
||||||
|
|
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|
|
||||||
|
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|
||||||
|
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|
||||||
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|
||||||
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|
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|
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|
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|
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|
||||||
|
|
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|
<li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
|
||||||
|
|
||||||
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|
||||||
|
|
||||||
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
|
||||||
|
|
||||||
|
|
||||||
|
<label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Findings
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-nav__icon md-icon"></span>
|
||||||
|
</label>
|
||||||
|
|
||||||
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
|
||||||
|
<label class="md-nav__title" for="__nav_2">
|
||||||
|
<span class="md-nav__icon md-icon"></span>
|
||||||
|
|
||||||
|
|
||||||
|
Findings
|
||||||
|
|
||||||
|
|
||||||
|
</label>
|
||||||
|
<ul class="md-nav__list" data-md-scrollfix>
|
||||||
|
|
||||||
|
|
||||||
|
|
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|
|
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|
|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-nav__item">
|
||||||
|
<a href="../best-model/" class="md-nav__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Best Model
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</a>
|
||||||
|
</li>
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
|
|
||||||
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|
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|
||||||
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|
||||||
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|
||||||
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|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-nav__item md-nav__item--active">
|
||||||
|
|
||||||
|
<input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<label class="md-nav__link md-nav__link--active" for="__toc">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Gallery Scope (Full vs. Limited)
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-nav__icon md-icon"></span>
|
||||||
|
</label>
|
||||||
|
|
||||||
|
<a href="./" class="md-nav__link md-nav__link--active">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Gallery Scope (Full vs. Limited)
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</a>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<label class="md-nav__title" for="__toc">
|
||||||
|
<span class="md-nav__icon md-icon"></span>
|
||||||
|
Table of contents
|
||||||
|
</label>
|
||||||
|
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
|
||||||
|
|
||||||
|
<li class="md-nav__item">
|
||||||
|
<a href="#the-result" class="md-nav__link">
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
The result
|
||||||
|
|
||||||
|
</span>
|
||||||
|
</a>
|
||||||
|
|
||||||
|
</li>
|
||||||
|
|
||||||
|
<li class="md-nav__item">
|
||||||
|
<a href="#why-this-isnt-the-shipped-default" class="md-nav__link">
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
Why this isn't the shipped default
|
||||||
|
|
||||||
|
</span>
|
||||||
|
</a>
|
||||||
|
|
||||||
|
</li>
|
||||||
|
|
||||||
|
</ul>
|
||||||
|
|
||||||
|
</nav>
|
||||||
|
|
||||||
|
</li>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-nav__item">
|
||||||
|
<a href="../pose-expansion/" class="md-nav__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
|
||||||
|
Pose Expansion
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</span>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
</a>
|
||||||
|
</li>
|
||||||
|
|
||||||
|
|
||||||
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|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
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|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
<li class="md-nav__item">
|
||||||
|
<a href="../lvface-deep-dive/" class="md-nav__link">
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
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LVFace Deep Dive
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The result
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<h1 id="whole-gallery-vs-limited-cast-restricted-gallery">Whole gallery vs. limited (cast-restricted) gallery<a class="headerlink" href="#whole-gallery-vs-limited-cast-restricted-gallery" title="Permanent link">¶</a></h1>
|
||||||
|
<p>Two ways to run the matcher: <strong>full</strong> scores every detected face against the
|
||||||
|
entire library gallery (2418 actors across the 9-film benchmark set); <strong>restricted</strong>
|
||||||
|
pre-filters each film's gallery down to just its Jellyfin-credited cast (typically
|
||||||
|
~15 top-billed actors) before the matcher ever runs.</p>
|
||||||
|
<h2 id="the-result">The result<a class="headerlink" href="#the-result" title="Permanent link">¶</a></h2>
|
||||||
|
<p>Averaged across all 4 models and both expansion settings, on the 4 rep4 training
|
||||||
|
films:</p>
|
||||||
|
<table>
|
||||||
|
<thead>
|
||||||
|
<tr>
|
||||||
|
<th>scope</th>
|
||||||
|
<th>F1</th>
|
||||||
|
<th>P</th>
|
||||||
|
<th>R</th>
|
||||||
|
<th>total misID (8 evals)</th>
|
||||||
|
</tr>
|
||||||
|
</thead>
|
||||||
|
<tbody>
|
||||||
|
<tr>
|
||||||
|
<td>full</td>
|
||||||
|
<td>71.2%</td>
|
||||||
|
<td>91.1%</td>
|
||||||
|
<td>59.0%</td>
|
||||||
|
<td>1073</td>
|
||||||
|
</tr>
|
||||||
|
<tr>
|
||||||
|
<td><strong>restricted</strong></td>
|
||||||
|
<td><strong>74.5%</strong></td>
|
||||||
|
<td>92.2%</td>
|
||||||
|
<td><strong>62.9%</strong></td>
|
||||||
|
<td><strong>329</strong></td>
|
||||||
|
</tr>
|
||||||
|
</tbody>
|
||||||
|
</table>
|
||||||
|
<p>This is not a precision/recall trade — restriction wins on every axis at once:
|
||||||
|
<strong>+3.3pp F1, +3.9pp recall, and less than a third the total misIDs.</strong> Fewer
|
||||||
|
candidates in the matcher's search space means fewer opportunities for a
|
||||||
|
look-alike false match (an actor who happens to share enough facial structure
|
||||||
|
with someone in the film, but isn't actually in it), and the recall gain shows
|
||||||
|
it isn't costing real detections to get there.</p>
|
||||||
|
<p>Per-model, every single model's best-scoring combo in the full 16-way matrix is
|
||||||
|
a <code>restricted</code> variant — see the full table in <code>rep4-optimizer-results.md</code>. Two
|
||||||
|
combos hit <strong>zero</strong> true out-of-cast misidentifications:
|
||||||
|
<code>arcface_w600k_mbf_restricted_exp</code> (F1 76.5%) and, in full mode,
|
||||||
|
<code>LVFace-B_Glint360K_full_noexp</code> (F1 72.4%) — restriction isn't the only way to
|
||||||
|
reach misid=0, but it's the more reliable one.</p>
|
||||||
|
<h2 id="why-this-isnt-the-shipped-default">Why this isn't the shipped default<a class="headerlink" href="#why-this-isnt-the-shipped-default" title="Permanent link">¶</a></h2>
|
||||||
|
<p>Cast-restriction is implemented today only as an <strong>offline optimizer technique</strong>
|
||||||
|
(<code>scripts/optimizer/cast_restrict.py</code>): it pre-builds a filtered gallery file
|
||||||
|
per film, using Jellyfin's own cast list, before the benchmark ever calls the
|
||||||
|
matcher. There's no runtime "restrict matching to this title's credited cast"
|
||||||
|
switch in the shipped application — <code>scene_analyze</code> always matches against
|
||||||
|
whatever single gallery file it's given.</p>
|
||||||
|
<p>Building that as a real feature would need, at minimum:</p>
|
||||||
|
<ul>
|
||||||
|
<li>A live Jellyfin cast lookup at analysis time (the title is already known —
|
||||||
|
<code>run_from_jellyfin.py</code> already does this same lookup for its own
|
||||||
|
<code>filter_gallery</code>-based restriction path, just not wired into <code>scene_analyze</code>
|
||||||
|
itself as a first-class option).</li>
|
||||||
|
<li>A decision on the <em>fallback</em>: what happens to a real, uncredited cameo
|
||||||
|
(see the Germar Terrell Gardner case in the LVFace deep-dive) if the gallery
|
||||||
|
never includes them at all?</li>
|
||||||
|
<li>Regenerating the restricted-gallery cache whenever the title's Jellyfin cast
|
||||||
|
list changes.</li>
|
||||||
|
</ul>
|
||||||
|
<p>This is why the shipped <code>src/config.hpp</code> defaults use the <code>full</code>-mode winner
|
||||||
|
(<code>LVFace-B_Glint360K_full_exp</code>, F1 75.3% training / 67.4% held-out macro) rather
|
||||||
|
than the higher-scoring <code>restricted_exp</code> (78.3%) — the 78.3% number describes a
|
||||||
|
capability the app doesn't have yet, not what actually ships.</p>
|
||||||
|
|
||||||
|
|
||||||
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|
||||||
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||||||
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|
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Rep4 Bake-off & Re-tune (full log)
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Optimizer Experiments (prior round)
|
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Service Conversion (proposal)
|
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scene-actor-extraction
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
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||||||
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|
||||||
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<div class="md-source__repository">
|
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|
dtourolle/scene-actor-extraction
|
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||||||
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|
||||||
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<label class="md-nav__title" for="__toc">
|
||||||
|
<span class="md-nav__icon md-icon"></span>
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Table of contents
|
||||||
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</label>
|
||||||
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<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
|
||||||
|
|
||||||
|
<li class="md-nav__item">
|
||||||
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<a href="#start-here-four-questions-this-bake-off-answers" class="md-nav__link">
|
||||||
|
<span class="md-ellipsis">
|
||||||
|
|
||||||
|
Start here — four questions this bake-off answers
|
||||||
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|
||||||
|
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|
||||||
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</a>
|
||||||
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|
||||||
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|
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|
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|
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<a href="#the-full-technical-log" class="md-nav__link">
|
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<span class="md-ellipsis">
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|
||||||
|
The full technical log
|
||||||
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|
||||||
|
</span>
|
||||||
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|
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|
||||||
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|
||||||
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|
||||||
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<li class="md-nav__item">
|
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<a href="#reproducing-the-benchmarks" class="md-nav__link">
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<span class="md-ellipsis">
|
||||||
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|
||||||
|
Reproducing the benchmarks
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
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||||||
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||||||
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||||||
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Findings
|
||||||
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||||||
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||||||
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
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||||||
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LVFace Deep Dive
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Optimizer Experiments (prior round)
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Service Conversion (proposal)
|
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|
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|
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|
||||||
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|
||||||
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Start here — four questions this bake-off answers
|
||||||
|
|
||||||
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|
||||||
|
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|
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|
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|
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|
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|
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|
||||||
|
|
||||||
|
The full technical log
|
||||||
|
|
||||||
|
</span>
|
||||||
|
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|
||||||
|
|
||||||
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|
||||||
|
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|
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|
||||||
|
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|
||||||
|
|
||||||
|
Reproducing the benchmarks
|
||||||
|
|
||||||
|
</span>
|
||||||
|
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|
||||||
|
|
||||||
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|
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||||||
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|
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|
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|
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|
||||||
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|
||||||
|
|
||||||
|
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|
||||||
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|
||||||
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|
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|
||||||
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||||||
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|
||||||
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|
||||||
|
<h1 id="scene-actor-extraction">scene-actor-extraction<a class="headerlink" href="#scene-actor-extraction" title="Permanent link">¶</a></h1>
|
||||||
|
<p>A face-recognition pipeline that finds when each actor appears on screen in a
|
||||||
|
film or TV episode — built on <a href="https://gitea.tourolle.paris/dtourolle/KPN">KPN++</a>
|
||||||
|
(a C++20 Kahn Process Network library) for the detect → track → match → scene
|
||||||
|
pipeline, with a Jellyfin-integrated gallery and an X-Ray-validated optimizer.</p>
|
||||||
|
<h2 id="start-here-four-questions-this-bake-off-answers">Start here — four questions this bake-off answers<a class="headerlink" href="#start-here-four-questions-this-bake-off-answers" title="Permanent link">¶</a></h2>
|
||||||
|
<ul>
|
||||||
|
<li><strong><a href="best-model/">Which model is best?</a></strong> — calibration curves first
|
||||||
|
(discriminative power, independent of any threshold), then F1 on the actual
|
||||||
|
benchmark. LVFace-B Glint360K wins both.</li>
|
||||||
|
<li><strong><a href="gallery-scope/">Whole gallery vs. limited (cast-restricted) gallery</a></strong> —
|
||||||
|
restricting the matcher to a film's credited cast is a clean win on every
|
||||||
|
axis (+3.3pp F1, less than a third the misIDs), but isn't a shipped runtime
|
||||||
|
feature yet.</li>
|
||||||
|
<li><strong><a href="pose-expansion/">Does pose expansion help?</a></strong> — a real training-set
|
||||||
|
effect that didn't reproduce on 5 held-out films once two methodology bugs
|
||||||
|
were caught and fixed. An honest null result, not a forced narrative.</li>
|
||||||
|
<li><strong><a href="lvface-deep-dive/">Deep dive: LVFace-B Glint360K</a></strong> — the winning
|
||||||
|
model's held-out generalization gap, its two real failure modes (frozen-bbox
|
||||||
|
"ghost tracks"), and one case where it correctly identified an actor that
|
||||||
|
the X-Ray ground truth itself failed to credit.</li>
|
||||||
|
</ul>
|
||||||
|
<h2 id="the-full-technical-log">The full technical log<a class="headerlink" href="#the-full-technical-log" title="Permanent link">¶</a></h2>
|
||||||
|
<ul>
|
||||||
|
<li><strong><a href="rep4-optimizer-results/">Rep4 model bake-off + threshold re-tune</a></strong> —
|
||||||
|
the complete experiment log behind the four pages above: the ROCm teardown
|
||||||
|
deadlock root cause and fix, DE concurrency tuning, the full 16-combo
|
||||||
|
results table, and every caveat. This is where the shipped <code>src/config.hpp</code>
|
||||||
|
defaults come from.</li>
|
||||||
|
<li><strong><a href="optimizer-experiments/">Optimizer experiments (prior round)</a></strong> — the
|
||||||
|
earlier scene-union-metric tuning pass, superseded by the per-second metric
|
||||||
|
used in rep4 but kept for the ground-truth/architecture background.</li>
|
||||||
|
<li><strong><a href="service-conversion/">Service conversion (proposal)</a></strong> — design sketch
|
||||||
|
for an idle-GPU Docker worker, not yet built.</li>
|
||||||
|
</ul>
|
||||||
|
<h2 id="reproducing-the-benchmarks">Reproducing the benchmarks<a class="headerlink" href="#reproducing-the-benchmarks" title="Permanent link">¶</a></h2>
|
||||||
|
<p>Gallery <code>.h5</code> files, embedding dumps, the X-Ray corpus, montage frame images,
|
||||||
|
and DE trajectories are not committed to this repository — they're pushed to
|
||||||
|
the Gitea package registry and pulled on demand:</p>
|
||||||
|
<div class="language-bash highlight"><pre><span></span><code><span id="__span-0-1"><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>scripts/artifacts/pull_artifacts.sh<span class="w"> </span>galleries
|
||||||
|
</span><span id="__span-0-2"><a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a>scripts/artifacts/pull_artifacts.sh<span class="w"> </span>experiment-data
|
||||||
|
</span><span id="__span-0-3"><a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a>scripts/artifacts/pull_artifacts.sh<span class="w"> </span>montage-frames<span class="w"> </span><film-slug>
|
||||||
|
</span></code></pre></div>
|
||||||
|
<p>See <code>scripts/artifacts/push_artifacts.sh</code> for the upload side (requires a
|
||||||
|
<code>GITEA_TOKEN</code> with package write scope).</p>
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
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|
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|
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|
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|
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|
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|
|
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|
|
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|
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