@avant_md01

photoMD · tier B

Avant · 1,184 followers · 2026-05-16 09:33 · 5 images

eagle · fetched 2026-07-26 08:28 · 1.3 MB downloaded · 5 images

plays

3,595

likes

191

comments

Topic

vehiclesconf 0.90neutralcommercial

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

Entities

BMWm5competitionmoldovaChișinău

Keyphrases

#mka#m5#bmw#m5competition#moldova

gpt-4.1-nano · prompt v4 · $0.000108 · 2026-07-26 18:27

Caption

Author-written, as posted.

#mka #m5 —-> @bazyli1309 #bmw #m5competition #moldova

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)

easyocr

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

6us MDo 13 MD SKA Crihay LowHOuSE sieA lrd | M moElilion 4 13 799 Chișinău OWHOUSE Muncesti So5.

rtx5070-16 · 97 chars · 2 frames

Hashtags

#moldova#bmw#m5#m5competition#mka