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@negru_23

photoMD · tier A

Negru · 3,404 followers · 2026-05-23 17:39 · 10 images

https://www.tiktok.com/@negru_23/video/7643143141272341778
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eagle · fetched 2026-07-26 08:28 · 2.0 MB downloaded · 10 images

plays
8,006
likes
84
comments
11
shares
24
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
20174x4
Keyphrases
2017220.000km2.0 tdi190cp4x4

gpt-4.1-nano · prompt v4 · $0.000105 · 2026-07-26 18:03

Caption
Author-written, as posted.

069659000 2017 220.000km 2.0 tdi 190cp 4x4

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.

14.999€ 2.0 DIESEL PRETTOTAL 4xa MD JLI 267 | DSG 4x4 R N DIS A MODE OFF ROAD 2 OFF

rtx4090-24-02 · 83 chars · 2 frames