@vlad.mtb3

photoMD · tier C

That one Trek · 209 followers · 2025-12-17 14:03 · 35 images

https://www.tiktok.com/@vlad.mtb3/video/7584827263372348728

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eagle · fetched 2026-07-26 08:28 · 3.0 MB downloaded · 24 images

plays

7,184

likes

186

comments

54

shares

19

Topic

vehiclesconf 0.80neutral

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

Entities

bike-uri

Keyphrases

Dau rate la bike-uriultima partecatalea cadru

gpt-4.1-nano · prompt v5 · $0.000117 · 2026-07-27 13:05

Caption

Author-written, as posted.

#fyp #elbruso #fyyyyyyyyyyyyyyyy #foryou #mtb

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.

Dau rate la bike-uri pt.5 (ultima parte) | 9/10 A catalea cadru?

m5-vision · 64 chars · 2 frames

Hashtags

#foryou#fyp#fyyyyyyyyyyyyyyyy#elbruso#mtb