@vik.fitmd

videoMD · tier dormant

vkg.fitmd · 1,033 followers · 2025-09-02 15:51 · 16s

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Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

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Caption

Author-written, as posted.

#fitness #form #creatorsearchinsights2025 #satisfaction

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#creatorsearchinsights2025#fitness#satisfaction#form