@cebandimitrie_r

photoMD · tier B

Ceban Dimitrie R · 3,952 followers · 2026-06-23 19:26 · 1 images

eagle · fetched 2026-07-26 08:28 · 284.3 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

foarte caldnu prea beau bere

gpt-4.1-nano · prompt v5 · $0.000112 · 2026-07-27 15:01

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.

Când afară e foarte cald, iar eu nu prea beau bere!

m5-vision · 51 chars · 1 frames