@vlad.mtb3

photoMD · tier C

That one Trek · 209 followers · 2025-12-06 09:34 · 35 images

https://www.tiktok.com/@vlad.mtb3/video/7580675839982095627

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eagle · fetched 2026-07-26 08:28 · 3.4 MB downloaded · 24 images

plays

18,988

likes

359

comments

143

shares

53

Topic

sportsconf 0.80neutral

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

Entities

mtbelbruso

Keyphrases

#mtb#foryou#fyyyyyyyyyyyyyyyy#elbruso#fyp

gpt-4.1-nano · prompt v4 · $0.000105 · 2026-07-26 18:34

Caption

Author-written, as posted.

#mtb #foryou #fyyyyyyyyyyyyyyyy #elbruso #fyp

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.

6/0 888 50CC are @r@ tuffc not Vou | 6/10 sestrica repede 1

rtx5070-16 · 59 chars · 2 frames

Hashtags

#foryou#fyp#fyyyyyyyyyyyyyyyy#elbruso#mtb