@sergiurenta

photoMD · tier C

Sergiu Rența · 3,078 followers · 2025-03-06 18:14 · 1 images

eagle · fetched 2026-07-26 08:28 · 89.5 KB downloaded · 1 images

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1,400

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

SERGIU RENTA

Keyphrases

SA FITI FERICITEprimăvarăfrumoasă tuturor

gpt-4.1-nano · prompt v5 · $0.000120 · 2026-07-27 15:01

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)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

SA FITI FERICITE; DRAGI FEMEII 0 primăvară MAt tis frumoasă tuturor: SERGIU RENTA

rtx5070-16 · 81 chars · 1 frames