@cezarcuragau8

photoMD · tier C

cezvx · 15,579 followers · 2026-06-28 15:16 · 4 images

eagle · fetched 2026-07-26 08:28 · 1.3 MB downloaded · 4 images

plays

4,505

likes

184

comments

Topic

real_estateconf 0.90neutralcommercial

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

Entities

Maisou PARN

Keyphrases

Maisou PARN

gpt-4.1-nano · prompt v4 · $0.000097 · 2026-07-26 18:14

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

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.

4 5@7 8 9 15 16 V18847 17 Maisou PAR 8 9 | 3 4 5@7 17 Maison PARN 8 9 45 (6

m5-vision · 63 chars · 2 frames