feat: add YuNet detector option, multi-scale detection, and streamlined CLI
- Add YuNet face detector as alternative option (built into OpenCV) - Add multi-scale detection (1.0x + 1.5x) to catch faces at different distances - Add NMS to remove duplicate detections from multi-scale - Move frame interval and clustering settings to advanced options - Increase default blur padding from 25% to 40% - Change default frame interval from 30 to 15 - Change default confidence threshold from 0.7 to 0.8 - Add limitations section to README (extreme angles, small faces, motion blur) - Require scikit-learn>=1.3.0 for HDBSCAN support
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7 changed files with 553 additions and 27 deletions
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@ -1,6 +1,11 @@
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version = 1
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revision = 3
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requires-python = ">=3.11"
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resolution-markers = [
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"python_full_version >= '3.13'",
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"python_full_version == '3.12.*'",
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"python_full_version < '3.12'",
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]
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[[package]]
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name = "certifi"
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@ -460,7 +465,7 @@ requires-dist = [
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{ name = "opencv-python" },
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{ name = "questionary" },
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{ name = "rich" },
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{ name = "scikit-learn" },
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{ name = "scikit-learn", specifier = ">=1.3.0" },
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{ name = "uniface" },
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]
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