@vg_construct

videoMD · tier C

VGconstruct · 999 followers · 2026-06-10 19:40 · 21s

https://www.tiktok.com/@vg_construct/video/7649854075143523605

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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.

Spumă poliuretanică cu celulă închisă în podul de lut? 🏠 ✔ Izolare termică superioară ✔ Elimină punțile termice ✔ Nu absoarbe apa ✔ Reduce pierderile de căldură și costurile la încălzire O soluție modernă pentru case eficiente energetic! 🔥❄️ #chisnaumoldova🇲🇩🇲🇩 #foryou#constructii #termoizolare #vgconstruct

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

#foryou#chisnaumoldova#constructii#termoizolare#vgconstruct