@iulian_7778

photoMD · tier B

𝐦𝐢𝐬𝐬𝐢𝐥𝐞 · 950 followers · 2026-07-16 22:01 · 2 images

eagle · fetched 2026-07-26 08:28 · 75.5 KB downloaded · 2 images

plays

263

likes

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.

BMW IS SOLUTION #BMWM5E60 #creatorsearchinsights #fypシviralシ

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.

Problem: | Solution:

m5-vision · 20 chars · 2 frames

Hashtags

#creatorsearchinsights#fypシviralシ#bmwm5e60