@1ulianmunji

photoMD · tier C

iulianmunji · 433 followers · 2025-09-16 20:32 · 1 images

eagle · fetched 2026-07-26 08:28 · 363.6 KB downloaded · 1 images

plays

10,423

likes

185

comments

139

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

bmwaudimercedesPorsche

Keyphrases

#🚀#bmw#audi#mercedes#Porsche

gpt-4.1-nano · prompt v4 · $0.000102 · 2026-07-26 18:06

Caption

Author-written, as posted.

#🚀 #bmw #audi #mercedes #Porsche

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)

easyocrcyrillic

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

евою ракету в 55 56 комментарии ~ 0.0 477

rtx4090-24-01 · 41 chars · 1 frames

Hashtags

#porsche#bmw#mercedes#audi