@sasha.spots1

videoMD · tier B

⃟ · 1,026 followers · 2026-05-13 15:23 · 14s

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This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

plays

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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.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

Shot with —>@Liviu.spots @Edu_Clips148 @MRM_Media ®️📸 #bmw #hamann #e39 #moldova🇲🇩 #fyp

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

#fyp#moldova#bmw#e39#hamann