@bikemyfav

photoMD · tier B

✝️ · 2,255 followers · 2026-07-13 08:18 · 3 images

eagle · fetched 2026-07-26 08:28 · 357.4 KB downloaded · 3 images

plays

339

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

lumină

Keyphrases

ha de lumină

gpt-4.1-nano · prompt v4 · $0.000096 · 2026-07-26 18:03

Caption

Author-written, as posted.

#fyyyyyyyyyyyyyyyyyy

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.

Pina ha de lumină la.md g-trans.md 10 80 85; 0 (68) 00 26 42 ilina de lumină

rtx4090-24-01 · 39 chars · 2 frames

Hashtags

#fyyyyyyyyyyyyyyyyyy