@ella.chistol

photoMD · tier B

ella.chistol · 241,753 followers · 2026-07-21 14:48 · 1 images

eagle · fetched 2026-07-26 08:28 · 148.6 KB downloaded · 1 images

plays

12,693

likes

423

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.

Azi o fotografiez pentru vânzare MD

m5-vision · 35 chars · 1 frames