@vladimir.tkaci

photoMD · tier C

Vova · 282 followers · 2025-11-04 17:04 · 1 images

eagle · fetched 2026-07-26 08:28 · 151.9 KB downloaded · 1 images

plays

895

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

MipaP35 Elastic

Keyphrases

Mipa P35 ElasticРемонт бампераШпатлевка

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 18:10

Caption

Author-written, as posted.

@Mipa SE Mipa P35 Elastic

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.

mipo P 35 Elastic Ремонт бампера Шпатлевка Міра

rtx4090-24-01 · 46 chars · 1 frames