@nicolae_5553

photoMD · tier C

Nicolae55 · 604 followers · 2026-07-17 17:39 · 1 images

eagle · fetched 2026-07-26 08:28 · 336.9 KB downloaded · 1 images

plays

446

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

Ho MiK

Keyphrases

pas, visul se

gpt-4.1-nano · prompt v4 · $0.000095 · 2026-07-26 18:06

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

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.

20 Y 5 + Ho MiK 16 Ran C = ; CU realizează. pas, visul se

m5-vision · 51 chars · 1 frames