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@spania...r

photoMD · tier dormant

Ruslan Spania · 991 followers · 2025-12-11 22:35 · 2 images

https://www.tiktok.com/@spania...r/video/7582732572682145036
Image 1 of 2Image 2 of 2

eagle · fetched 2026-07-26 08:28 · 418.5 KB downloaded · 2 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.

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

RO} BN 8OR,D | BN 8ORIA

rtx4090-24-01 · 23 chars · 2 frames