@linar1k_

photoMD · tier dormant

Linarik.live · 549 followers · 2026-05-25 12:33 · 2 images

eagle · fetched 2026-07-26 08:28 · 1.5 MB downloaded · 2 images

plays

237

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

bmwabandoned

gpt-4.1-nano · prompt v4 · $0.000095 · 2026-07-26 18:28

Caption

Author-written, as posted.

#bmw #e65 #abandoned #🕊

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.

;| СММ@ виш8 Ш о (мдиа шозрзс $П! | [С М81

m5-vision · 24 chars · 2 frames

Hashtags

#bmw#e65#abandoned