@official.md.sergiu

photoMD · tier C

official md Sergiu · 1,004 followers · 2026-07-24 20:21 · 1 images

eagle · fetched 2026-07-26 08:28 · 477.4 KB downloaded · 1 images

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Topic

food_cookingconf 0.90positivecommercial

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

Entities

PistachiosAlesto

Keyphrases

ROASTED SALTEDSource FibreSource Protein

gpt-4.1-nano · prompt v4 · $0.000101 · 2026-07-26 18:20

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.

PISTACHIOS ROASTED SALTED of of One 0g con o 2e Peoavena Alesto selecu Source Fibre Source Protein "sarving aeng es 15.5g 1 19g

m5-vision · 106 chars · 1 frames