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@vmg888

photoMD · tier C

Vetali MG · 201 followers · 2026-06-01 12:51 · 10 images

https://www.tiktok.com/@vmg888/video/7646408707244363015
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eagle · fetched 2026-07-26 08:28 · 5.2 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
Cayenne S E-hybrid
Keyphrases
Cayenne S E-hybrid16.000 km129.000€

gpt-4.1-nano · prompt v4 · $0.000101 · 2026-07-26 18:07

Caption
Author-written, as posted.

No caption. True for 83.6% of the corpus.

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.

Cayenne S E-hybrid 16.000 km - 129.000€ 519 CP 069040800 | 11-9112

m5-vision · 66 chars · 2 frames