@andy_ils

photoMD · tier C

Andy_ils · 1,750 followers · 2026-05-03 13:47 · 2 images

eagle · fetched 2026-07-26 08:28 · 347.5 KB downloaded · 2 images

plays

10,308

likes

302

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

Mercedes

Keyphrases

mercedesrecomendation

gpt-4.1-nano · prompt v4 · $0.000098 · 2026-07-26 18:05

Caption

Author-written, as posted.

#mercedes #r❤️ #foryou #moldova🇲🇩 #recomendation

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.

W124 1984-1995 W210 1995-2002 W211 2002-2009 W212 2009-2016 W213 2016-2023 | М) @ИС [

m5-vision · 83 chars · 2 frames

Hashtags

#recomendation#foryou#moldova#mercedes#r