@emanuela.zavati

photoMD · tier dormant

Emanuela Zavati · 0 followers · 2025-03-09 08:43 · 1 images

eagle · fetched 2026-07-26 08:28 · 99.7 KB downloaded · 1 images

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Topic

otherconf 0.20neutral

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

gpt-4.1-nano · prompt v5 · $0.000115 · 2026-07-27 05:06

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.

Buna 00o Cc faci? Esti binc? Te'ai trezit? Tcinvif l6 @ @@fco]

rtx4090-24-02 · 62 chars · 1 frames