@m.m.v.13

photoMD · tier C

M.M.V.24 · 947 followers · 2025-06-16 18:14 · 1 images

eagle · fetched 2026-07-26 08:28 · 567.8 KB downloaded · 1 images

plays

10,892

likes

comments

Topic

vehiclesconf 0.90neutralcommercial

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

Entities

Volvo

Keyphrases

soferdecamionautobetoniere

gpt-4.1-nano · prompt v5 · $0.000115 · 2026-07-27 15:02

Caption

Author-written, as posted.

#999#lucru#chisinau#soferdecamion

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.

VOLVO VOLVO Caut șoferi pe autobetoniere Detalii 069022339

rtx5070-16 · 58 chars · 1 frames

Hashtags

#chisinau#lucru#999#soferdecamion