@mdl1n14

photoMD · tier C

Mădălin · 349 followers · 2025-05-04 13:44 · 3 images

eagle · fetched 2026-07-26 08:28 · 476.5 KB downloaded · 3 images

plays

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likes

346

comments

283

Topic

humor_memesconf 0.90positive

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

Entities

scoalalucru

Keyphrases

La scoala la 8:00 Eu la 7:59La lucru la 9:00 Eu la 8:59

gpt-4.1-nano · prompt v4 · $0.000107 · 2026-07-26 18:15

Caption

Author-written, as posted.

#fyp #relatable #kent

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.

La scoala la 8:00 Eu la 7:59 | La lucru la 9:00 Eu la 8:59

rtx5070-16 · 58 chars · 2 frames

Hashtags

#fyp#relatable#kent