@qserj

photoMD · tier dormant

QS · 243 followers · 2025-02-25 12:25 · 2 images

eagle · fetched 2026-07-26 08:28 · 319.7 KB downloaded · 2 images

plays

344

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 #foru #bdtiktokofficial #explore #creatorsearchinsights #answer #goviral

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.

Ran, produced no text.

Hashtags

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