@kkttoo

photoMD · tier dormant

oleg · 800 followers · 2026-02-17 23:38 · 6 images

eagle · fetched 2026-07-26 08:28 · 1.2 MB downloaded · 6 images

plays

5,862

likes

160

comments

Topic

vehiclesconf 0.90neutralcommercial

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

Entities

BMWChisinau

Keyphrases

bmwm850im8chisinau

gpt-4.1-nano · prompt v4 · $0.000103 · 2026-07-26 18:05

Caption

Author-written, as posted.

#bmw #m850i #m8 #chisinau

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.

MD MINI 22) ^u: IAC 138 Autospace SRL BMW& IMoldova (+373 123 100 | Z00 260 190 Jo0 60 Hewge IPeK Mcroi 40 20 Oomn 9217km 130 2[2

rtx4090-24-01 · 129 chars · 2 frames

Hashtags

#chisinau#bmw#m8#m850i