@serioussamm1

photoMD · tier C

Sammm · 93 followers · 2024-12-28 20:40 · 5 images

eagle · fetched 2026-07-26 08:28 · 2.0 MB downloaded · 5 images

plays

843

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

w124mercedesmoldova

Keyphrases

#w124#mercedesmoldova#bbs

gpt-4.1-nano · prompt v5 · $0.000119 · 2026-07-27 12:02

Caption

Author-written, as posted.

#w124 #mercedesmoldova #bbs

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-visioncyrillic

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

MINE BRI BE F ZINS) 1 AA12929 | ТНАТ 229 >> І »» ГОКФІГ ГОКФІГ «

m5-vision · 64 chars · 2 frames

Hashtags

#w124#mercedesmoldova#bbs