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@serhgeigodoroja

photoMD · tier A

Serghei 776 · 6,318 followers · 2026-07-12 16:46 · 1 images

https://www.tiktok.com/@serhgeigodoroja/video/7661683870147808533
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eagle · fetched 2026-07-26 08:28 · 109.4 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
Радоваться жизнисамое правильное решение

gpt-4.1-nano · prompt v5 · $0.000113 · 2026-07-27 15:01

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.

Радоваться жизни - самое правильное решение, которое надо принимать несколько раз в день.

m5-vision · 89 chars · 1 frames