@chitorogaconstant

photoMD · tier C

Костя · 170 followers · 2026-04-11 19:19 · 1 images

eagle · fetched 2026-07-26 08:28 · 195.3 KB downloaded · 1 images

plays

1,778

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.

Ford Mondeo mk3 #ungheni #kaif #tuning

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.

EWN: 335

m5-vision · 8 chars · 1 frames

Hashtags

#Ungheni#tuning#kaif