@mark.fostey

photoMD · tier dormant

spoter_nra9_gamer · 430 followers · 2025-12-31 16:53 · 1 images

eagle · fetched 2026-07-26 08:28 · 68.4 KB downloaded · 1 images

plays

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comments

Topic

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

Entities

Бак CТиктокеры

Keyphrases

С Новым ГодомПоздравляю2026 Годом

gpt-4.1-nano · prompt v4 · $0.000107 · 2026-07-26 18:35

Caption

Author-written, as posted.

С Новым Годом!

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-visioncyrillic

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Поздравляю Bac C Новым Годом Споттерь И Другие Блогеры (Тиктокеры) 1 Январ'Я le Буку Снимать В тикток С 2026 Годом Дебата Еще Pas»

m5-vision · 130 chars · 1 frames