@ttmetro48

photoMD · tier B

Q8 · 263 followers · 2026-03-26 16:34 · 1 images

eagle · fetched 2026-07-26 08:28 · 25.1 KB downloaded · 1 images

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712

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Topic

educationconf 0.80neutral

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

Entities

școală

Keyphrases

școalăforyoupage

gpt-4.1-nano · prompt v4 · $0.000098 · 2026-07-26 18:38

Caption

Author-written, as posted.

#școală #foryoupage #fyppppppppppppppppppppppp

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.

Da, școala ajută în viața dar nu am văzut niciodată un profesor să conducă un BMW

m5-vision · 81 chars · 1 frames

Hashtags

#foryoupage#fyppppppppppppppppppppppp#școală