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Re-derive MultiClassFuser weights per-operator with a proper Dev/Test split
from:md-migrationfrom:md-migrationfrom:md-migrationtype:choretype:choretype:choreStatus: Open.#127 In Rollingcat-Software/spoof-detector;Skip warming-up / suppressed analyzers per frame instead of running all every frame
area:pipelinearea:pipelinearea:pipelinefrom:md-migrationfrom:md-migrationfrom:md-migrationpriority:P3priority:P3priority:P3type:choretype:choretype:choreStatus: Open.Bundle/lazy-load the blink analyzer model (15 MB downloaded on first run)
area:analyzersarea:analyzersarea:analyzersfrom:md-migrationfrom:md-migrationfrom:md-migrationpriority:P2priority:P2priority:P2type:choretype:choretype:choreStatus: Open.Acquire OULU-NPU (and SiW / CASIA-SURF) EULA datasets and run benchmark numbers
area:benchmarkarea:benchmarkarea:benchmarkfrom:md-migrationfrom:md-migrationfrom:md-migrationpriority:P1priority:P1priority:P1type:choretype:choretype:choreStatus: Open.Active-challenge mode (turn-head / blink-on-command / colour-flash) in default pipeline path
area:livenessarea:livenessarea:livenessfrom:md-migrationfrom:md-migrationfrom:md-migrationpriority:P1priority:P1priority:P1type:featuretype:featuretype:featureStatus: Open.Identity-consistency checker (face-embedding comparison across a session)
area:session-enginearea:session-enginearea:session-enginefrom:md-migrationfrom:md-migrationfrom:md-migrationpriority:P1priority:P1priority:P1type:featuretype:featuretype:featureStatus: Open.Cross-validate blink analyzer detects 0 blinks on photo/video spoofs
area:analyzersarea:analyzersarea:analyzersfrom:md-migrationfrom:md-migrationfrom:md-migrationpriority:P1priority:P1priority:P1type:testtype:testtype:testStatus: Open.Validate rPPG on real vs screen to lift its fuser weight from 0.0
area:analyzersarea:analyzersarea:analyzersfrom:md-migrationfrom:md-migrationfrom:md-migrationpriority:P1priority:P1priority:P1type:featuretype:featuretype:featureStatus: Open.Session-verdict threshold tuning (phone-photo borders LIVE/SPOOF at 55%)
area:session-enginearea:session-enginearea:session-enginefrom:md-migrationfrom:md-migrationfrom:md-migrationpriority:P0priority:P0priority:P0type:bugtype:bugtype:bugStatus: Open.Browser: assemble iBeta PAD-Level-1 browser-bundle submission package
area:browserarea:browserarea:browserfrom:md-migrationfrom:md-migrationfrom:md-migrationpriority:P3priority:P3priority:P3type:docstype:docstype:docsStatus: Open.Browser: stand up amispoof.com domain (currently /amispoof/ slug)
area:browserarea:browserarea:browserfrom:md-migrationfrom:md-migrationfrom:md-migrationpriority:P3priority:P3priority:P3type:choretype:choretype:choreStatus: Open.Phase 7 — production integration into FIVUCSAS biometric-processor
area:integrationarea:integrationarea:integrationfrom:md-migrationfrom:md-migrationfrom:md-migrationpriority:P2priority:P2priority:P2type:featuretype:featuretype:featureStatus: Open.