@noname20663

photoMD · tier C

snowball · 1,331 followers · 2025-11-24 12:31 · 1 images

eagle · fetched 2026-07-26 08:28 · 147.5 KB downloaded · 1 images

plays

864

likes

comments

Topic

educationconf 0.90positivecommercial

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

Entities

calculators

Keyphrases

selling 2 calculatorsfor me

gpt-4.1-nano · prompt v5 · $0.000116 · 2026-07-27 05:06

Caption

Author-written, as posted.

I got it from a new kid that was selling 2 calculators, but it was only for me 💀 #fyp #calculator

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.

i got another calculator for free ON CE OFF MRC M- M+ 4 1 2 % 9 6 3 : X

rtx4090-24-02 · 68 chars · 1 frames

Hashtags

#fyp#calculator