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@ludi_md

photoMD · tier B

Ludi · 44 followers · 2026-06-11 12:15 · 1 images

https://www.tiktok.com/@ludi_md/video/7650110257900932373
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eagle · fetched 2026-07-26 08:28 · 125.1 KB downloaded · 1 images

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Topic
culture_historyconf 0.60positive
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Keyphrases
Cele mai frumoase floripe neasteptate

gpt-4.1-nano · prompt v5 · $0.000113 · 2026-07-27 05:06

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.

Cele mai frumoase flori primite pe neasteptate...

m5-vision · 49 chars · 1 frames