@mka_pr0d

photoMD · tier C

￴￴￴￴ ￴￴ ￴￴￴￴ ￴￴ ￴￴￴￴ ￴ ￴ · 571 followers · 2026-07-18 11:14 · 2 images

eagle · fetched 2026-07-26 08:28 · 1.2 MB downloaded · 2 images

plays

446

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

Keyphrases

dynamicdriftmoldova

gpt-4.1-nano · prompt v4 · $0.000096 · 2026-07-26 18:22

Caption

Author-written, as posted.

#xyzbca #bmw #mka #dynamicdriftmoldova #moldova

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.

CRS CT MD UTooocToE 200 BT0177 JEH 666 8 | XMY 94 80

m5-vision · 23 chars · 1 frames

Hashtags

#moldova#bmw#xyzbca#DynamicDriftMoldova#mka