@deniska123456789

videoMD · tier dormant

Denis · 403 followers · 2026-02-08 21:19 · 15s

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plays

71,847

likes

4,844

comments

454

Topic

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

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

W221 #w221 #mercedes #sclass

Speech (ASR)

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

Not transcribed yet.

On-screen text (OCR)

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

No OCR result for this post.

Hashtags

#mercedes#w221#sclass