@morari_liviu

photoMD · tier C

Liviu Morari · 148,884 followers · 2026-04-22 17:44 · 2 images

eagle · fetched 2026-07-26 08:28 · 1.3 MB downloaded · 2 images

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4,313

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113

comments

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)

macos-vision

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

R R | R

m5-vision · 7 chars · 2 frames