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@mkl__11

photoMD · tier C

Mkl_11 · 698 followers · 2025-05-15 15:35 · 8 images

https://www.tiktok.com/@mkl__11/video/7504696459158179078
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eagle · fetched 2026-07-26 08:28 · 1.5 MB downloaded · 8 images

plays
14,075
likes
712
comments
6
shares
121
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
BMWMD EMWAutospace SRL
Keyphrases
#bmw#bmwmotorsport

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

Caption
Author-written, as posted.

#545e #bmw #f #fyp #bmwmotorsport

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.

ARTON MD EMW • 971 (6372 22 123 100 | MD EMW° 971 Autospace SRL BMW & MINI Moldova (+373 22) 123 100

rtx4090-24-02 · 84 chars · 2 frames

Hashtags
#fyp#bmw#f#bmwmotorsport#545e