@vlad_ss5

photoMD · tier C

vlad_ss5 · 1,438 followers · 2026-06-16 11:43 · 4 images

https://www.tiktok.com/@vlad_ss5/video/7651957430745845012

eagle · fetched 2026-07-26 08:28 · 1.4 MB downloaded · 4 images

plays

2,838

likes

239

comments

Topic

vehiclesconf 0.90positive

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

Entities

BMW

Keyphrases

#m3competition#bmwm3competition#bmwlife

gpt-4.1-nano · prompt v4 · $0.000112 · 2026-07-26 18:33

Caption

Author-written, as posted.

#m3competition #bmwm3competition #bmwlife

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.

8 ) { 8 * { % @* 8 ? 0 4 & 8 @ 0 €P â0 8# Kaufland 6 @ ? 8 8 % 8 8 Aep YOI 0 + & & & @ ( ! @ 0 g 8 8 9 € (elisis 0 2 1295 2063 LEE | @ 3 > & { # & { @} [ ? @ 4 В 0 @ Ш @ 0 6 $ 8 ₽ 8 8 $ 8 8 [ 1 е р К<ч ;пф { 8 ! & 0 ( ! & 6 0 1 ЪЕЕ

m5-vision · 48 chars · 2 frames

Hashtags

#bmwlife#m3competition#bmwm3competition