@constantin5834

photoMD · tier dormant

Constantin · 294 followers · 2025-10-20 09:50 · 2 images

eagle · fetched 2026-07-26 08:28 · 85.4 KB downloaded · 2 images

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Topic

otherconf 0.40neutral

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

Entities

de umitru121314constantin5834

Keyphrases

ce o șa fac după 18 ani

gpt-4.1-nano · prompt v5 · $0.000117 · 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.

d e umitru121314 • ce o șa fac după 18 ani TikTok Lite 2 @constantin5834

m5-vision · 72 chars · 1 frames