@emanuela.zavati

photoMD · tier dormant

Emanuela Zavati · 0 followers · 2025-03-25 17:20 · 4 images

eagle · fetched 2026-07-26 08:28 · 146.2 KB downloaded · 4 images

plays

155

likes

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)

easyocr

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

doemy zvatis | J @emy zvatis

rtx5070-16 · 28 chars · 2 frames