@maximcoliban

photoMD · tier B

Vînzari 2026 · 2,286 followers · 2025-05-08 05:50 · 8 images

eagle · fetched 2026-07-26 08:28 · 1.6 MB downloaded · 8 images

plays

315

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.

#güçlüsaçlargüçlüben

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.

Vind Grand Scenic 2016 068312997

rtx5070-16 · 32 chars · 2 frames

Hashtags

#güçlüsaçlargüçlüben