@johnyauto...007

photoMD · tier B

JhonAutoTopV^nzari · 3,706 followers · 2026-02-23 19:55 · 4 images

eagle · fetched 2026-07-26 08:28 · 337.3 KB downloaded · 4 images

plays

25,950

likes

194

comments

Topic

vehiclesconf 0.90positivecommercial

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

Entities

MercedesMD AUTO-HARK LANGENHE

Keyphrases

Mercedes VitoPreț corectmotor 2.2 d6 locuri

gpt-4.1-nano · prompt v4 · $0.000105 · 2026-07-26 18:16

Caption

Author-written, as posted.

#mercedes #credit #microinvest #fouryou #creatorsearchinsights

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.

Cine dorește un Mercedes Vito la un Preț corect? motor 2.2 d 6 locuri!!! MD AUTO-HARK LANGENHE Pret 4299600 | MD

rtx4090-24-01 · 91 chars · 2 frames

Hashtags

#creatorsearchinsights#fouryou#mercedes#credit#microinvest