@adryancojocari

photoMD · tier A

Adynochi Volk. · 5,345 followers · 2026-07-24 20:52 · 1 images

eagle · fetched 2026-07-26 08:28 · 152.2 KB downloaded · 1 images

plays

617

likes

comments

Topic

vehiclesconf 0.80neutralcommercial

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

Entities

PETROMBMW MotorradCastrolTaxiii moto

Keyphrases

PetromBMW MotorradCastrolTaxiii moto

gpt-4.1-nano · prompt v5 · $0.000118 · 2026-07-27 14:57

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

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-visioncyrillic

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

PETROM //BMW Motorrad VPOW TED ONH EL •Castrol зми л Taxiii moto cine are nevoie

m5-vision · 80 chars · 1 frames