@serhgeigodoroja

photoMD · tier B

Serghei 776 · 6,318 followers · 2026-07-12 15:40 · 1 images

eagle · fetched 2026-07-26 08:28 · 44.1 KB downloaded · 1 images

plays

238

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

corals

Keyphrases

НИКОгДА нИ о ЧЕМ не жалейСЛУЧИЛОСЬ - СДЕЛАЙ ВЫВОД И ЖИВИ ДАЛЬШЕ

gpt-4.1-nano · prompt v4 · $0.000111 · 2026-07-26 18:11

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)

easyocrcyrillic

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

corals НИКОгДА нИ о ЧЕМ не жалей, СЛУЧИЛОСЬ - СДЕЛАЙ ВЫВОД И ЖИВИ ДАЛЬШЕ

rtx4090-24-02 · 66 chars · 1 frames