@ferim.shots

photoMD · tier C

ferim.shots · 1,509 followers · 2025-09-09 17:00 · 4 images

eagle · fetched 2026-07-26 08:28 · 633.0 KB downloaded · 4 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.

Să deformat sd cadru și am pierdut multe poze 😭#gs300 #lexus #fypage #rek #foryou

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-vision

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

MD LEX 987

m5-vision · 10 chars · 1 frames

Hashtags

#foryou#rek#fypage#lexus#gs300