@bwmm5turing

photoMD · tier B

kayo t2 · 1,716 followers · 2026-07-21 21:17 · 2 images

eagle · fetched 2026-07-26 08:28 · 61.8 KB downloaded · 2 images

plays

392

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comments

Topic

vehiclesconf 0.90positive

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

Entities

BMW

Keyphrases

#bmw#fyppрекомендации

gpt-4.1-nano · prompt v4 · $0.000097 · 2026-07-26 18:13

Caption

Author-written, as posted.

#bmw #fypp #рекомендации

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-visioncyrillic

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

&лучше эмоций чем со мной ты Не ПолуЧИШЬ: | M779MM777

m5-vision · 52 chars · 2 frames

Hashtags

#рекомендации#bmw#fypp