@kos.__009

photoMD · tier B

kos.__009 · 97 followers · 2026-07-10 18:25 · 2 images

eagle · fetched 2026-07-26 08:28 · 907.2 KB downloaded · 2 images

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comments

Topic

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

Entities

moldova

Keyphrases

viraltiktokstiu_ca_nu_o_sa__ajunga_pe_foryouvidioviralmotivationmoldova_foryou

gpt-4.1-nano · prompt v4 · $0.000111 · 2026-07-26 18:41

Caption

Author-written, as posted.

#viraltiktok #stiu_ca_nu_o_sa__ajunga_pe_foryou #vidioviral #motivation #moldova_foryou

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)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Ai iubit-o mult? | COLECȚII Lun 15 iun. 21:22 Cindva a fost aici ... • Concentrare •

rtx5070-16 · 74 chars · 2 frames

Hashtags

#viraltiktok#motivation#moldova_foryou#vidioviral#stiu_ca_nu_o_sa__ajunga_pe_foryou