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@serhgeigodoroja

photoMD · tier B

Serghei 776 · 6,318 followers · 2026-07-16 14:36 · 1 images

https://www.tiktok.com/@serhgeigodoroja/video/7663134788152282388
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eagle · fetched 2026-07-26 08:28 · 105.5 KB downloaded · 1 images

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Topic
lifestyle_motivationconf 0.90positive
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Keyphrases
ЖИЗНЬ НЕ ПРОБЛЕМАРЕАЛЬНОСТЬПРОЖИТЬ

gpt-4.1-nano · prompt v4 · $0.000104 · 2026-07-26 18:11

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

ЖИЗНЬ НЕ ПРОБЛЕМА, КОТОРУЮ НУЖНО РЕШИТЬ, А РЕАЛЬНОСТЬ, КОТОРУЮ НУЖНО ПРОЖИТЬ.

m5-vision · 77 chars · 1 frames