@denisssovich

photoMD · tier B

DenisovicH · 710 followers · 2026-07-08 07:46 · 1 images

eagle · fetched 2026-07-26 08:28 · 291.0 KB downloaded · 1 images

plays

5,586

likes

263

comments

Topic

vehiclesconf 0.80neutral

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

Entities

AEDYLUKH

Keyphrases

XOTHTE OT MEHIAirbag

gpt-4.1-nano · prompt v4 · $0.000099 · 2026-07-26 18:36

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.

AEDYLUKH nO MAAAWE, 4T0 DbI XOTHTE OT MEHI 9 MEHI HET HTP D TEIEWOHE GrM SeT N@e Airbag 7R] Ga

m5-vision · 87 chars · 1 frames