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@@ -835,7 +835,7 @@ model-choice effect: LVFace beats r18 by 6.2pp in full mode but beats mbf by
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<h2 id="why-this-is-not-the-shipped-default">Why this is not the shipped default<a class="headerlink" href="#why-this-is-not-the-shipped-default" title="Permanent link">¶</a></h2>
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<p>Cast restriction is implemented today only as an offline optimizer
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technique
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(<a href="https://gitea.tourolle.paris/dtourolle/scene-actor-extraction/raw/commit/0bd27470698c45cab21935d636a04512360e1008/scripts/optimizer/cast_restrict.py"><code>scripts/optimizer/cast_restrict.py</code></a>):
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(<a href="https://gitea.tourolle.paris/dtourolle/scene-actor-extraction/raw/commit/e5885977dfd04741a0d1bb7aaf0270d9c40a2fa8/scripts/optimizer/cast_restrict.py"><code>scripts/optimizer/cast_restrict.py</code></a>):
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it pre-builds a filtered gallery file per film using Jellyfin's cast list
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before the benchmark calls the matcher. There is no runtime "restrict to
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this title's credited cast" switch in the shipped application;
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@@ -844,7 +844,7 @@ given.</p>
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<p>Building this as a real feature requires:</p>
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<ul>
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<li>A live Jellyfin cast lookup at analysis time. The title is already known,
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and <a href="https://gitea.tourolle.paris/dtourolle/scene-actor-extraction/raw/commit/0bd27470698c45cab21935d636a04512360e1008/scripts/run_from_jellyfin.py"><code>scripts/run_from_jellyfin.py</code></a>
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and <a href="https://gitea.tourolle.paris/dtourolle/scene-actor-extraction/raw/commit/e5885977dfd04741a0d1bb7aaf0270d9c40a2fa8/scripts/run_from_jellyfin.py"><code>scripts/run_from_jellyfin.py</code></a>
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already performs this lookup for its own <code>filter_gallery</code>-based
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restriction path; it is not wired into <code>scene_analyze</code> as a first-class
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option.</li>
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@@ -855,7 +855,7 @@ given.</p>
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<li>Regenerating the restricted-gallery cache whenever a title's Jellyfin
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cast list changes.</li>
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</ul>
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<p>The shipped <a href="https://gitea.tourolle.paris/dtourolle/scene-actor-extraction/raw/commit/0bd27470698c45cab21935d636a04512360e1008/src/config.hpp"><code>src/config.hpp</code></a> defaults use
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<p>The shipped <a href="https://gitea.tourolle.paris/dtourolle/scene-actor-extraction/raw/commit/e5885977dfd04741a0d1bb7aaf0270d9c40a2fa8/src/config.hpp"><code>src/config.hpp</code></a> defaults use
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the full-mode winner (<code>LVFace-B_Glint360K_full_exp</code>, F1 75.3% training,
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67.4% held-out macro) rather than the higher-scoring <code>restricted_exp</code>
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(78.3%), because 78.3% describes a capability the application does not
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