@alexandru.f5

photoMD · tier C

Alexandru F · 193 followers · 2025-12-17 13:08 · 1 images

eagle · fetched 2026-07-26 08:28 · 108.8 KB downloaded · 1 images

plays

360

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

Mansory

Keyphrases

EMANSORYWINSORYE MANSORYEMANSORY ATELIER MANSORY

gpt-4.1-nano · prompt v5 · $0.000118 · 2026-07-27 05:06

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)

easyocr

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

EMANSORYE = WINSORYE MANSORY E /EMANSORY ATELIER MANSORY —

rtx4090-24-01 · 38 chars · 1 frames