@denchich4

photoMD · tier C

D|C · 397 followers · 2025-10-31 10:05 · 4 images

eagle · fetched 2026-07-26 08:28 · 309.8 KB downloaded · 4 images

plays

296

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.

#stiu_ca_nu_o_sa__ajunga_pe_foryou #mercedes #bmw #audi #porsche

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.

Arabia: | African:

rtx4090-24-02 · 18 chars · 2 frames

Hashtags

#porsche#bmw#mercedes#audi#stiu_ca_nu_o_sa__ajunga_pe_foryou