@vilcusand

photoMD · tier C

🖤 @𝓥.𝓢&🫦 · 527 followers · 2026-06-14 15:17 · 1 images

eagle · fetched 2026-07-26 08:28 · 95.9 KB downloaded · 1 images

plays

1,048

likes

111

comments

Topic

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

Keyphrases

creatorsearchinsightsfypviralvideopopularforyouGod put that dream in your heart for a reason

gpt-4.1-nano · prompt v5 · $0.000122 · 2026-07-27 15:58

Caption

Author-written, as posted.

#creatorsearchinsights #fyp #viralvideo #popular #foryou

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.

"God put that dream in your heart for a reason,

rtx4090-24-01 · 46 chars · 1 frames

Hashtags

#foryou#fyp#creatorsearchinsights#viralvideo#popular