@vandceam

photoMD · tier A

vând tot ce am · 4 followers · 2026-07-22 19:46 · 2 images

eagle · fetched 2026-07-26 08:28 · 173.6 KB downloaded · 2 images

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Topic

otherconf 0.40neutralcommercial

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

Entities

IQOS

Keyphrases

vandmoldovavandiqosHEATCONTROL TECHNOLOGY

gpt-4.1-nano · prompt v5 · $0.000117 · 2026-07-27 05:08

Caption

Author-written, as posted.

#vandmoldova #vand #iqos

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.

+ П 0 Ш 6 88 | ICoS Originals D U 0 HEATCONTROL TECHNOLOGY

m5-vision · 42 chars · 2 frames

Hashtags

#vând#iqos#vandmoldova