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@auto23_0

photoMD · tier A

auto23_Eugen · 3,460 followers · 2026-07-23 07:57 · 10 images

https://www.tiktok.com/@auto23_0/video/7665629439908138258
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eagle · fetched 2026-07-26 08:28 · 1.5 MB downloaded · 10 images

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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
BMWX5
Keyphrases
vanzare2020 x5 3.0 plugin394hp51ooo€

gpt-4.1-nano · prompt v4 · $0.000110 · 2026-07-26 18:07

Caption
Author-written, as posted.

#bmw #moldova #vanzare #creatorssightinsights

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.

2020 x5 3.0 plugin 394hp Complectatie maximă 51ooo€ 22nv7452 X5 | 2 19,49 7 Valorl de la ultima allmentare 441193.5 km 2 15.11100 km @ Nu sunt disponibile informatii 2 din trafic. e Auio 2 oool C7 00 KifEkg BMW 5 ? elegire Joeine AuToW

m5-vision · 63 chars · 1 frames

Hashtags
#moldova#bmw#vanzare#creatorssightinsights