@daniel.ff845

photoMD · tier B

regele ba · 1,407 followers · 2026-05-06 22:25 · 1 images

eagle · fetched 2026-07-26 08:28 · 473.9 KB downloaded · 1 images

plays

1,590

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comments

Topic

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

Entities

satul al blea

Keyphrases

satul al bleaprea scump

gpt-4.1-nano · prompt v4 · $0.000097 · 2026-07-26 18:37

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.

satul al blea e prea scump b b 50 ai blea

m5-vision · 41 chars · 1 frames