@ferim.shots

photoMD · tier C

ferim.shots · 1,509 followers · 2025-08-26 13:22 · 5 images

eagle · fetched 2026-07-26 08:28 · 491.5 KB downloaded · 5 images

plays

1,233

likes

comments

Topic

technologyconf 0.90positivecommercial

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

Entities

LumixG80Lumix G8o

Keyphrases

best photosphotography

gpt-4.1-nano · prompt v4 · $0.000101 · 2026-07-26 18:23

Caption

Author-written, as posted.

I think it will be much better😛#LumixG80 #photography #Cpl #foryou #xybca

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.

Guys, I finally collected and bought everything I need for the best photos, I'll show you now -> LUMIX G | Lumix G8o LUMIX G LUNTX

m5-vision · 130 chars · 2 frames

Hashtags

#foryou#xybca#photography#lumixg80#Cpl