@vitalii.piese.auto

videoMD · tier dormant

Vitalii.piese.auto · 110 followers · 2025-03-05 13:19 · 16s

https://www.tiktok.com/@vitalii.piese.auto/video/7478314485132905783

No local media for this post.

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.

#liqui molly #elf #ford #castrol #total # Eni #volvo #kross #hengst #john deere #toyota #motul #mercedes #ausin #shell #mobil #nissan #jcb #cat #petronas #aral #dacia #bmw #lexus #mazda #opel #renault

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

#cat#bmw#opel#mercedes#volvo#lexus#toyota#nissan#renault#ford#dacia#mazda#JCB#mobil#john#total#motul#Elf#Shell#liqui#castrol#kross#hengst#ausin#petronas#aral