@csl.spots

videoMD · tier dormant

CSL · 296 followers · 2025-07-20 12:08 · 15s

https://www.tiktok.com/@csl.spots/video/7529134830768966968

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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.

#bmwm8 #competition #moldova🇲🇩 #viral #carspotting @𝐥𝐮𝐤𝟎𝐞𝐥 @samlox.md @carspotter @сын маминой подруги @ᴍɪᴠɪɴᴇ.ꜰɪʟᴍᴢ @FÆN.Shots @MCS @Nick 👽 @est @MDCR @linarik🗽 @Pleasant😉

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.

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Hashtags

#viral#moldova#carspotting#competition#bmwm8