@999md05

photoMD · tier C

999 · 364 followers · 2026-07-01 11:52 · 7 images

eagle · fetched 2026-07-26 08:28 · 317.5 KB downloaded · 7 images

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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

xiaomi

Keyphrases

scotermoldovadefecte

gpt-4.1-nano · prompt v4 · $0.000097 · 2026-07-26 18:36

Caption

Author-written, as posted.

#scoter #xiaomi #moldova #fyp #viralvideotiktok

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.

Se vindel BEX | are unele defecte, dar nu mari

m5-vision · 46 chars · 2 frames

Hashtags

#fyp#moldova#viralvideotiktok#xiaomi#scoter