@popasergiu1

photoMD · tier C

Excavator MD🇲🇩 · 601 followers · 2026-07-13 21:05 · 1 images

eagle · fetched 2026-07-26 08:28 · 418.2 KB downloaded · 1 images

plays

961

likes

comments

Topic

home_constructionconf 0.90neutralcommercial

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

CAT DH3145

Keyphrases

servicii cu excavatorlucrăm calitativexperiență de lucru

gpt-4.1-nano · prompt v4 · $0.000103 · 2026-07-26 18:06

Caption

Author-written, as posted.

#recommendations #moldova #newtrend #excavator #rominia🇷🇴

Speech (ASR)

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

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)

macos-vision

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

CAT DH3145 Servicii cu excavator 069352115 Lucrăm calitativ cu experientă de lucru

m5-vision · 82 chars · 1 frames

Hashtags

#recommendations#moldova#newtrend#rominia#Excavator