@madal1nop

photoMD · tier B

🏴‍☠️ · 349 followers · 2026-07-15 21:06 · 2 images

eagle · fetched 2026-07-26 08:28 · 245.2 KB downloaded · 2 images

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1,553

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comments

Topic

vehiclesconf 0.90positive

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

Entities

viperpantera125viper

Keyphrases

repostmotoNew whipNew CarNew coupeNew shoesNew swagNew fit

gpt-4.1-nano · prompt v4 · $0.000105 · 2026-07-26 18:27

Caption

Author-written, as posted.

#repost #viperpantera125 #viper #foryoupage #moto

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.

New whip New Car New coupe Aa 7o | New shoes New swag New fit pDxnf

m5-vision · 55 chars · 2 frames

Hashtags

#moto#foryoupage#viper#repost#viperpantera125