@qserj

photoMD · tier dormant

QS · 243 followers · 2025-02-24 21:10 · 3 images

eagle · fetched 2026-07-26 08:28 · 885.8 KB downloaded · 3 images

plays

380

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.

#dúo #motivation #loveyou #jesus #peace #explore #foru #creatorsearchinsights #bdtiktokofficial

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.

5 ^ 5 ~ 79i

rtx4090-24-02 · 11 chars · 2 frames

Hashtags

#loveyou#creatorsearchinsights#motivation#explore#foru#peace#jesus#dúo#bdtiktokofficial