@voiticm999

photoMD · tier B

Marcella Voitic · 801 followers · 2026-07-04 08:17 · 8 images

eagle · fetched 2026-07-26 08:28 · 388.2 KB downloaded · 8 images

plays

234

likes

comments

Topic

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

Entities

Amintire

Keyphrases

#amintire

gpt-4.1-nano · prompt v4 · $0.000097 · 2026-07-26 18:05

Caption

Author-written, as posted.

#amintire

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.

2 7 Amint Eqie 4 iul 4 ; 2025 iul_ | Amintirene 4iul 4 2025 iul_

rtx4090-24-02 · 64 chars · 2 frames

Hashtags

#amintire