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@nikoli.77_c

photoMD · tier C

🐒777🦅 · 884 followers · 2026-05-19 21:04 · 7 images

https://www.tiktok.com/@nikoli.77_c/video/7641711754875129095
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eagle · fetched 2026-07-26 08:28 · 839.9 KB downloaded · 7 images

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

Not tagged yet; the sweep is still running.

Caption
Author-written, as posted.

❤️🤟👤

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

3 036

rtx4090-24-02 · 5 chars · 2 frames