@999_3335

photoMD · tier C

pavlusha_999 · 957 followers · 2026-05-14 23:47 · 1 images

eagle · fetched 2026-07-26 08:28 · 59.3 KB downloaded · 1 images

plays

3,788

likes

180

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

MD AVX 667begimex Automobile GmbH

Keyphrases

ON-SCREENAutomobile GmbH

gpt-4.1-nano · prompt v5 · $0.000116 · 2026-07-27 16:00

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-vision

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

MD AVX 667 I begimex Automobile GmbH # 02151/ 730460

m5-vision · 52 chars · 1 frames