@grui.a12

photoMD · tier C

grui.a12 · 529 followers · 2026-01-10 22:27 · 2 images

eagle · fetched 2026-07-26 08:28 · 361.3 KB downloaded · 2 images

plays

1,156

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

MercedesCanyon

Keyphrases

-9 grade afaracoldwinter

gpt-4.1-nano · prompt v5 · $0.000118 · 2026-07-27 05:05

Caption

Author-written, as posted.

-9 grade afara 🥶 #fyp #creatorsearchinsight #canyon #cold #winter

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.

"Mercedes I'm cold" Okay, 've set the temperature to 24C J@ stelduro 214 MBC | Canyon im cold me too bro, me too

rtx4090-24-02 · 107 chars · 2 frames

Hashtags

#fyp#cold#winter#creatorsearchinsight#canyon