@bogdan.src

photoMD · tier C

Bogdan · 754 followers · 2026-03-07 20:19 · 2 images

eagle · fetched 2026-07-26 08:28 · 936.2 KB downloaded · 2 images

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Topic

beauty_fashionconf 0.80positive

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

Keyphrases

transformationGlowUp

gpt-4.1-nano · prompt v5 · $0.000117 · 2026-07-27 11:58

Caption

Author-written, as posted.

The transformation that i am proud of, every time i look back #transformation #fyp #GlowUp

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.

WHAT IF IT DOESN'T WORK OUT? | ШННТ | [Т [ОЕ$? 58 2з нан @г и ' $ птышэа 8 ~.$Я & 7

m5-vision · 47 chars · 2 frames

Hashtags

#fyp#transformation#GlowUp