@vlad.mtb3

photoMD · tier C

That one Trek · 209 followers · 2025-12-04 14:21 · 6 images

eagle · fetched 2026-07-26 08:28 · 728.1 KB downloaded · 6 images

plays

12,401

likes

199

comments

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

bike-uri

Keyphrases

Dau rate la bike-urifurca sinpla nonamefrane zerohardtail 8/10

gpt-4.1-nano · prompt v5 · $0.000122 · 2026-07-27 13:05

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.

Dau rate la bike-uri pt.1 | -2 puncte deoarece: -furca sinpla noname -frane zero -hardtail 8/10

rtx4090-24-01 · 92 chars · 2 frames

Hashtags

#foryou#fyp#fyyyyyyyyyyyyyyyy#elbruso#mtb