@kdddddd.1

photoMD · tier C

kdddddd.1 · 412 followers · 2026-06-03 12:03 · 1 images

eagle · fetched 2026-07-26 08:28 · 445.2 KB downloaded · 1 images

plays

5,349

likes

284

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

Keyphrases

#foryou#bmw#foryoupage

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

Caption

Author-written, as posted.

#foryou #bmw #foryoupage

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)

easyocr

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

When a homeless person ask for $10 but im in the same situation with a BMW ORal just

rtx4090-24-02 · 84 chars · 1 frames

Hashtags

#foryou#foryoupage#bmw