@mocanalexandru182

photoMD · tier C

Mocan Alexandru · 4,019 followers · 2026-02-10 18:27 · 1 images

eagle · fetched 2026-07-26 08:28 · 31.8 KB downloaded · 1 images

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Topic

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

Keyphrases

Iarna geroasafrig -25 grade

gpt-4.1-nano · prompt v5 · $0.000111 · 2026-07-27 05:03

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)

easyocr

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

Sa continuie Iarna geroasa Sa fie frig -25 grade.

rtx5070-16 · 48 chars · 1 frames