@bogdan.src

photoMD · tier C

Bogdan · 754 followers · 2025-11-18 09:45 · 11 images

eagle · fetched 2026-07-26 08:28 · 2.6 MB downloaded · 11 images

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2,524

likes

109

comments

Topic

vehiclesconf 0.90positivecommercial

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

Entities

bikeGABBAE Ings M

Keyphrases

Tired of your bike not working properlyLet us handle it#bikeservice

gpt-4.1-nano · prompt v5 · $0.000127 · 2026-07-27 11:58

Caption

Author-written, as posted.

Tired of your bike not working properly? Let us handle it. 👏 #LifeHack #solution #homeService #bikelife #bikeservice

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.

GABBAE Ings M 'o 03 Is YI W7 Jh /886 | 2 325 % ; CK RE:AKTIV "BONAV? 20 % 0Z 30 % OE 40 %07 0 57.Smm Jna FOXSHOX 300x32}

rtx4090-24-01 · 121 chars · 2 frames

Hashtags

#LifeHack#bikelife#solution#homeService#bikeservice