@vladrotari14.02

photoMD · tier C

xx.v.la._d · 1,308 followers · 2023-12-28 14:32 · 2 images

eagle · fetched 2026-07-26 08:28 · 87.5 KB downloaded · 2 images

plays

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likes

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comments

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.

#heartto #bmwlove❤️🇩🇪

Speech (ASR)

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

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)

easyocr

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

HEART TO> > | Bhw M 0 4

rtx4090-24-01 · 23 chars · 2 frames

Hashtags

#bmwlove#heartto