@ferim.shots

photoMD · tier C

ferim.shots · 1,509 followers · 2025-07-19 07:08 · 2 images

eagle · fetched 2026-07-26 08:28 · 92.6 KB downloaded · 2 images

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Topic

vehiclesconf 0.90neutral

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

Entities

JaguarM5 ф90

Keyphrases

carspottingphotographerJaguarsedan

gpt-4.1-nano · prompt v4 · $0.000102 · 2026-07-26 18:23

Caption

Author-written, as posted.

#rek #foryou #fypage #fyp #jaguarxesvproject8 #Jaguar #sedan #xybca #carspotting #photographer

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.

Когда ты лучшая задумка инженерии но дети выберут M5 ф90

m5-vision · 56 chars · 1 frames

Hashtags

#foryou#fyp#rek#fypage#xybca#carspotting#photographer#jaguar#sedan#jaguarxesvproject8