@bwmm5turing

photoMD · tier A

kayo t2 · 1,716 followers · 2026-06-16 22:01 · 2 images

eagle · fetched 2026-07-26 08:28 · 246.5 KB downloaded · 2 images

plays

803

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

ii’

Keyphrases

nu renunța niciodată la ceea ce iubești

gpt-4.1-nano · prompt v4 · $0.000099 · 2026-07-26 18:13

Caption

Author-written, as posted.

#fyp #recommendation #fyy @ii’ ❤️❤️❤️

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)

macos-vision

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Un sfat... | nu renunța niciodată la ceea ce iubești.

m5-vision · 53 chars · 2 frames

Hashtags

#fyp#fyy#recommendation