@furnica.constanti

photoMD · tier B

Furnica Constantin · 1,146 followers · 2026-07-19 20:46 · 6 images

eagle · fetched 2026-07-26 08:28 · 294.2 KB downloaded · 6 images

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Topic

technologyconf 0.90neutralcommercial

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

Entities

NOTE 40 Pro

Keyphrases

ДтАяно22mm f/2.21/33s

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 18:30

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.

ДтАяно | NOTE 40 Pro 22mm f/2.2 1/33s 1S02098

m5-vision · 36 chars · 1 frames