@ferim.shots

photoMD · tier C

ferim.shots · 1,509 followers · 2025-05-06 09:50 · 9 images

eagle · fetched 2026-07-26 08:28 · 1.4 MB downloaded · 9 images

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4,613

likes

422

comments

Topic

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

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

Oh my God, how I love this crazy car 🤯🏎️#SL65 #AMG #Mercdes #shoot #best #car #dreamcar #fyp #foryou #fypage #rek #nikon #D3100

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.

The 5r65 AMG

rtx4090-24-01 · 12 chars · 3 frames

Hashtags

#foryou#fyp#car#rek#fypage#amg#best#mercdes#dreamcar#nikon#shoot#sl65#d3100