@_david_7060

photoMD · tier A

$_david_$ · 438 followers · 2026-07-14 16:43 · 1 images

eagle · fetched 2026-07-26 08:28 · 16.4 KB downloaded · 1 images

plays

188

likes

comments

Topic

vehiclesconf 0.90neutral

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

Entities

BMW M8BMW M5 G90

Keyphrases

fac schimb pe BMW M8car parking

gpt-4.1-nano · prompt v4 · $0.000097 · 2026-07-26 18:38

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

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.

fac schimb pe BMW M8 în car parking sau cu BMW M5 G90

m5-vision · 53 chars · 1 frames