@csl.spots

videoMD · tier dormant

CSL · 296 followers · 2025-06-28 08:14 · 20s

https://www.tiktok.com/@csl.spots/video/7520910498053852472

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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.

BMW M5 F90 🖤 #bmw #m5 #f90 #m5f90 #fyp #viral #varavara #moldova🇲🇩 #carspotting #хочуврекомендации @samlox.md @AEX_media @່ @𝐥𝐮𝐤𝟎𝐞𝐥 @sanya.md11 @carspotter @lost @ᴍɪᴠɪɴᴇ.ꜰɪʟᴍᴢ @evolution @FÆN.Shots @ilia.barber @MCS @Avant_md👺 @linarik🗽 @Nick 👽

Speech (ASR)

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

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On-screen text (OCR)

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

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Hashtags

#viral#fyp#moldova#bmw#m5#carspotting#f90#хочуврекомендации#varavara#m5f90