@bi01zu

photoMD · tier C

𝔑𝔞𝔰𝔱𝔦𝔠𝔞 · 492 followers · 2026-01-22 19:39 · 1 images

eagle · fetched 2026-07-26 08:28 · 26.4 KB downloaded · 1 images

plays

448

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.

La multi ani mie

rtx4090-24-02 · 16 chars · 1 frames