@norokosul2

photoMD · tier B

v*l*a*d · 4,683 followers · 2026-06-17 20:31 · 1 images

eagle · fetched 2026-07-26 08:28 · 305.4 KB downloaded · 1 images

plays

908

likes

comments

Topic

travel_placesconf 0.90neutral

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

Entities

AV 862319

Keyphrases

bilet pentru călătorietroleibuz

gpt-4.1-nano · prompt v5 · $0.000118 · 2026-07-27 16:05

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.

AV 862319 BILET pentru călătorie in troleibuz tt:151 2200:5Ll0O0 - 45677755555544456677869987 8 55544443335677889999999999 - LEI

m5-vision · 128 chars · 1 frames