@constantin.croito829

photoMD · tier C

Constantin Croitoru · 48 followers · 2026-07-14 18:34 · 2 images

eagle · fetched 2026-07-26 08:28 · 157.4 KB downloaded · 2 images

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615

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comments

Topic

vehiclesconf 0.90neutral

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

Entities

Oastelu Iui 722C 4M 019 M

Keyphrases

La revedereOastelu Iui

gpt-4.1-nano · prompt v5 · $0.000118 · 2026-07-27 05:07

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.

La revedere Oastelu Iui 722C 4M 019 M ) MJ ~Sssat MAa

m5-vision · 51 chars · 1 frames