@popusoi.liuba

photoMD · tier C

Popusoi Liuba · 101 followers · 2026-07-05 19:01 · 1 images

eagle · fetched 2026-07-26 08:28 · 50.4 KB downloaded · 1 images

plays

114

likes

comments

Topic

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

Entities

Stony

Keyphrases

ADD 1 TO 8 PHOTOSTAP RECORD79y

gpt-4.1-nano · prompt v5 · $0.000116 · 2026-07-27 05:05

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.

ADD 1 TO 8 PHOTOS AND TAP RECORD TO START Stony 79y

m5-vision · 50 chars · 1 frames